Hw-02-02

Imputing like a Data Scientist

Exploring , visualizing, and imputing outliers and missing values (NAs) in a novel data set and produce quality graphs and tables

Learning from this section

1. Loading and exploring a data set with quality tables

2. Diagnose outliers and missing values

3. Imputing outliers and missing values

Required Setup

# Sets the number of significant figures to 2
options(digits = 2)

# Required package for quick package downloading and loading 
if (!require(pacman))
  install.packages("pacman")

Loading required package: pacman

pacman::p_load(cluster, # K cluster analyses
               dlookr, # Exploratory data analysis
               formattable, # HTML tables from R outputs
               ggfortify, # Plotting tools for stats
               ggpubr, # Publishable ggplots
               here, # Standardizes paths to data
               kableExtra, # Alternative to formattable
               knitr, # Needed to write HTML reports
               missRanger, # To generate NAs
               plotly, # Visualization package
               rattle, # Decision tree visualization
               rpart, # rpart algorithm
               tidyverse, # Powerful data wrangling package suite
               visdat) # Another EDA visualization package

# Set global ggplot() theme
# Theme pub_clean() from the ggpubr package with base text size = 16
theme_set(theme_pubclean(base_size = 16)) 
# All axes titles to their respective far right sides
theme_update(axis.title = element_text(hjust = 1))
# Remove axes ticks
theme_update(axis.ticks = element_blank()) 
# Remove legend key
theme_update(legend.key = element_blank())

Loading and Examining a Data set (“artists.csv”)

# Let's load a data set from the artists data set
dataset <- read.csv("artists.csv")
dataset

                                                                                             artist_name
1                                                                                          Aaron Douglas
2                                                                                          Aaron Douglas
3                                                                                          Aaron Douglas
4                                                                                          Aaron Douglas
5                                                                                          Aaron Douglas
6                                                                                          Aaron Douglas
7                                                                                          Aaron Douglas
8                                                                                          Aaron Douglas
9                                                                                Adélaïde Labille-Guiard
10                                                                               Adélaïde Labille-Guiard
11                                                                               Adélaïde Labille-Guiard
12                                                                            Adolphe William Bouguereau
13                                                                            Adolphe William Bouguereau
14                                                                            Adolphe William Bouguereau
15                                                                            Adolphe William Bouguereau
16                                                                            Adolphe William Bouguereau
17                                                                            Adolphe William Bouguereau
18                                                                            Adolphe William Bouguereau
19                                                                            Adolphe William Bouguereau
20                                                                            Adolphe William Bouguereau
21                                                                                      Albert Bierstadt
22                                                                                      Albert Bierstadt
23                                                                                      Albert Bierstadt
24                                                                                      Albert Bierstadt
25                                                                                      Albert Bierstadt
26                                                                                      Albert Bierstadt
27                                                                                  Albert Pinkham Ryder
28                                                                                  Albert Pinkham Ryder
29                                                                                  Albert Pinkham Ryder
30                                                                                  Albert Pinkham Ryder
31                                                                                  Albert Pinkham Ryder
32                                                                                  Albert Pinkham Ryder
33                                                                                  Albert Pinkham Ryder
34                                                                                     Alexander Gardner
35                                                                                     Alexandre Cabanel
36                                                                                      Alfred Stieglitz
37                                                                                      Alfred Stieglitz
38                                                                                      Alfred Stieglitz
39                                                                                      Alfred Stieglitz
40                                                                                      Alfred Stieglitz
41                                                                                      Alfred Stieglitz
42                                                                                      Alfred Stieglitz
43                                                                                      Alfred Stieglitz
44                                                                                      Alfred Stieglitz
45                                                                                         Alfredo Guido
46                                                                                  Alvin Langdon Coburn
47                                                                                          Ana Mendieta
48                                                                                          Ana Mendieta
49                                                                                          Ana Mendieta
50                                                                                          Ana Mendieta
51                                                                                          Ana Mendieta
52                                                                                        Ando Hiroshige
53                                                                                        Ando Hiroshige
54                                                                                        Ando Hiroshige
55                                                                                          André Derain
56                                                                                          André Derain
57                                                                                          André Derain
58                                                                                          André Derain
59                                                                                          André Derain
60                                                                                          André Derain
61                                                                                          André Derain
62                                                                                          André Derain
63                                                                                          André Derain
64                                                                                          André Derain
65                                                                                          André Derain
66                                                                                          André Derain
67                                                                                          André Derain
68                                                                          André-Adolphe-Eugène Disdéri
69                                                                                        Andreas Gursky
70                                                                                        Andreas Gursky
71                                                                                        Andreas Gursky
72                                                                                          Andrew Wyeth
73                                                                                          Andrew Wyeth
74                                                                                          Andrew Wyeth
75                                                                                          Andrew Wyeth
76                                                                                           Andy Warhol
77                                                                                           Andy Warhol
78                                                                                           Andy Warhol
79                                                                                           Andy Warhol
80                                                                                           Andy Warhol
81                                                                                           Andy Warhol
82                                                                                           Andy Warhol
83                                                                                           Andy Warhol
84                                                                                    Angelica Kauffmann
85                                                                                    Angelica Kauffmann
86                                                                                    Angelica Kauffmann
87                                                                                    Angelica Kauffmann
88                                                                                    Angelica Kauffmann
89                                                                                    Angelica Kauffmann
90                                                                                    Angelica Kauffmann
91                                                                                    Angelica Kauffmann
92                                                                                    Angelica Kauffmann
93                                                                            Anne Louis Girodet Trioson
94                                                                            Anne Louis Girodet Trioson
95                                                                            Anne Louis Girodet Trioson
96                                                                            Anne Louis Girodet Trioson
97                                                                            Anne Louis Girodet Trioson
98                                                                            Anne Louis Girodet Trioson
99                                                                            Anne Louis Girodet Trioson
100                                                                           Anne Louis Girodet Trioson
101                                                                           Anne Louis Girodet Trioson
102                                                                           Anne Louis Girodet Trioson
103                                                                           Anne Louis Girodet Trioson
104                                                                           Anne Louis Girodet Trioson
105                                                                                          Ansel Adams
106                                                                                     Anselm Feuerbach
107                                                                                     Anselm Feuerbach
108                                                                                     Anselm Feuerbach
109                                                                                        Anselm Kiefer
110                                                                                        Anselm Kiefer
111                                                                                        Anselm Kiefer
112                                                                                        Anselm Kiefer
113                                                                                        Anselm Kiefer
114                                                                                        Anselm Kiefer
115                                                                                        Anselm Kiefer
116                                                                                        Anselm Kiefer
117                                                                                    Antoine Jean Gros
118                                                                                    Antoine Jean Gros
119                                                                                    Antoine Jean Gros
120                                                                                    Antoine Jean Gros
121                                                                                    Antoine Jean Gros
122                                                                                    Antoine Jean Gros
123                                                                                    Antoine Jean Gros
124                                                                                    Antoine Jean Gros
125                                                                                    Antoine Jean Gros
126                                                                                    Antoine Jean Gros
127                                                                                    Antoine Jean Gros
128                                                                                    Antoine Jean Gros
129                                                                                       Arnold Böcklin
130                                                                                        Arshile Gorky
131                                                                                        Arshile Gorky
132                                                                                        Arshile Gorky
133                                                                                     Arthur B. Davies
134                                                                                          Arthur Dove
135                                                                                          Arthur Dove
136                                                                                          Arthur Dove
137                                                                                     Aubrey Beardsley
138                                                                                     Aubrey Beardsley
139                                                                                     Aubrey Beardsley
140                                                                                     Aubrey Beardsley
141                                                                                     Aubrey Beardsley
142                                                                                         Audrey Flack
143                                                                                         Audrey Flack
144                                                                                         Audrey Flack
145                                                                                         Audrey Flack
146                                                                                         Audrey Flack
147                                                                                         Audrey Flack
148                                                                                        August Sander
149                                                                                       Auguste Renoir
150                                                                                       Auguste Renoir
151                                                                                       Auguste Renoir
152                                                                                       Auguste Renoir
153                                                                                       Auguste Renoir
154                                                                                       Auguste Renoir
155                                                                                       Auguste Renoir
156                                                                                       Auguste Renoir
157                                                                                       Auguste Renoir
158                                                                                       Auguste Renoir
159                                                                                       Auguste Renoir
160                                                                                       Auguste Renoir
161                                                                                       Auguste Renoir
162                                                                                       Auguste Renoir
163                                                                                       Auguste Renoir
164                                                                                       Auguste Renoir
165                                                                                       Barbara Kruger
166                                                                                       Barbara Kruger
167                                                                                       Barbara Kruger
168                                                                                       Barbara Kruger
169                                                                                       Barbara Kruger
170                                                                                       Barbara Kruger
171                                                                                       Barbara Kruger
172                                                                                       Barbara Kruger
173                                                                                       Barnett Newman
174                                                                                       Barnett Newman
175                                                                                       Barnett Newman
176                                                                                       Barnett Newman
177                                                                                       Barnett Newman
178                                                                                       Barnett Newman
179                                                                                       Barnett Newman
180                                                                                       Barnett Newman
181                                                                                       Barnett Newman
182                                                                                       Barnett Newman
183                                                                                            Ben Shahn
184                                                                                            Ben Shahn
185                                                                                            Ben Shahn
186                                                                                            Ben Shahn
187                                                                                            Ben Shahn
188                                                                                            Ben Shahn
189                                                                                            Ben Shahn
190                                                                                        Benjamin West
191                                                                                        Benjamin West
192                                                                                        Benjamin West
193                                                                                        Benjamin West
194                                                                                        Benjamin West
195                                                                                        Benjamin West
196                                                                                        Benjamin West
197                                                                                        Benjamin West
198                                                                                        Benjamin West
199                                                                                        Benjamin West
200                                                                                       Bernard Buffet
201                                                                                       Berthe Morisot
202                                                                                       Berthe Morisot
203                                                                                       Berthe Morisot
204                                                                                       Berthe Morisot
205                                                                                       Berthe Morisot
206                                                                                       Berthe Morisot
207                                                                                       Berthe Morisot
208                                                                                         Boris Maluev
209                                                                                        Bridget Riley
210                                                                                        Bridget Riley
211                                                                                        Bridget Riley
212                                                                                        Bridget Riley
213                                                                                        Bridget Riley
214                                                                                        Bridget Riley
215                                                                                        Bridget Riley
216                                                                                        Bridget Riley
217                                                                                     Camille Pissarro
218                                                                                     Camille Pissarro
219                                                                                     Camille Pissarro
220                                                                                     Camille Pissarro
221                                                                                     Camille Pissarro
222                                                                                     Camille Pissarro
223                                                                                     Camille Pissarro
224                                                                                     Camille Pissarro
225                                                                                     Camille Pissarro
226                                                                                     Camille Pissarro
227                                                                                     Camille Pissarro
228                                                                                     Camille Pissarro
229                                                                                    Cândido Portinari
230                                                                                     Carrie Mae Weems
231                                                                                     Carrie Mae Weems
232                                                                               Caspar David Friedrich
233                                                                               Caspar David Friedrich
234                                                                               Caspar David Friedrich
235                                                                               Caspar David Friedrich
236                                                                               Caspar David Friedrich
237                                                                               Caspar David Friedrich
238                                                                               Caspar David Friedrich
239                                                                               Caspar David Friedrich
240                                                                               Caspar David Friedrich
241                                                                               Caspar David Friedrich
242                                                                               Caspar David Friedrich
243                                                                               Caspar David Friedrich
244                                                                                       Charles Demuth
245                                                                                       Charles Demuth
246                                                                                       Charles Demuth
247                                                                                       Charles Demuth
248                                                                                       Charles Demuth
249                                                                                       Charles Demuth
250                                                                                       Charles Demuth
251                                                                           Charles Ephraim Burchfield
252                                                                           Charles Ephraim Burchfield
253                                                                                      Charles Sheeler
254                                                                                      Charles Sheeler
255                                                                                      Charles Sheeler
256                                                                                      Charles Sheeler
257                                       Chaucer, Printed by William Morris; illustrated by Burne-Jones
258                                                                                          Chris Ofili
259                                                                                          Chris Ofili
260                                                                                          Chris Ofili
261                                                                                          Chris Ofili
262                                                                                          Chuck Close
263                                                                                          Chuck Close
264                                                                                          Chuck Close
265                                                                                          Chuck Close
266                                                                                          Chuck Close
267                                                                                          Chuck Close
268                                                                                          Chuck Close
269                                                                                        Cindy Sherman
270                                                                                        Cindy Sherman
271                                                                                        Cindy Sherman
272                                                                                        Cindy Sherman
273                                                                                        Cindy Sherman
274                                                                                        Cindy Sherman
275                                                                                        Cindy Sherman
276                                                                                         Claude Monet
277                                                                                         Claude Monet
278                                                                                         Claude Monet
279                                                                                         Claude Monet
280                                                                                         Claude Monet
281                                                                                         Claude Monet
282                                                                                         Claude Monet
283                                                                                         Claude Monet
284                                                                                         Claude Monet
285                                                                                         Claude Monet
286                                                                                         Claude Monet
287                                                                                         Claude Monet
288                                                                                         Claude Monet
289                                                                                         Claude Monet
290                                                                                         Claude Monet
291                                                                   Cliff Whiting (Te Whanau-A-Apanui)
292                                                                   Cliff Whiting (Te Whanau-A-Apanui)
293                                                                   Cliff Whiting (Te Whanau-A-Apanui)
294                                                                   Cliff Whiting (Te Whanau-A-Apanui)
295                                                                               Dante Gabriel Rossetti
296                                                                               Dante Gabriel Rossetti
297                                                                               Dante Gabriel Rossetti
298                                                                               Dante Gabriel Rossetti
299                                                                               Dante Gabriel Rossetti
300                                                                               Dante Gabriel Rossetti
301                                                                               David Alfaro Siqueiros
302                                                                               David Alfaro Siqueiros
303                                                                               David Alfaro Siqueiros
304                                                                               David Alfaro Siqueiros
305                                                                               David Alfaro Siqueiros
306                                                                                             David Em
307                                                                                             David Em
308                                                                                             David Em
309                                                                                             David Em
310                                                                                             David Em
311                                                                                             David Em
312                                                                                        David Hockney
313                                                                                        David Hockney
314                                                                                  David Octavius Hill
315                                                                                       Robert Adamson
316                                                                                  David Octavius Hill
317                                                                                       Robert Adamson
318                                                                                    David Wojnarowicz
319                                                                                    David Wojnarowicz
320                                                                                    David Wojnarowicz
321                                                                                    David Wojnarowicz
322                                                                                    David Wojnarowicz
323                                                                                    David Wojnarowicz
324  Devised by Johann Wolfgang von Goethe. Prepared by Josef Albers and Sewell Sillman, Yale University
325                                                                                          Diane Arbus
326                                                                                         Diego Rivera
327                                                                                         Diego Rivera
328                                                                                         Diego Rivera
329                                                                                         Diego Rivera
330                                                                                         Diego Rivera
331                                                                                         Diego Rivera
332                                                                                         Diego Rivera
333                                                                                         Diego Rivera
334                                                                                         Diego Rivera
335                                                                                       Dorothea Lange
336                                                                                       Dorothea Lange
337                                                                                       Dorothea Lange
338                                                                                       Dorothea Lange
339                                                                                       Dorothea Lange
340                                                                                       Dorothea Lange
341                                                                                       Dorothea Lange
342                                                                                       Dorothea Lange
343                                                                                   Dorothea Rockburne
344                                                                                        Duane Michals
345                                                                                   Eadweard Muybridge
346                                                                                   Eadweard Muybridge
347                                                                                   Eadweard Muybridge
348                                                                                   Eadweard Muybridge
349                                                                                   Eadweard Muybridge
350                                                                                   Eadweard Muybridge
351                                                                                   Eadweard Muybridge
352                                                                                   Eadweard Muybridge
353                                                                                   Eadweard Muybridge
354                                                                                          Edgar Degas
355                                                                                          Edgar Degas
356                                                                                          Edgar Degas
357                                                                                          Edgar Degas
358                                                                                          Edgar Degas
359                                                                                          Edgar Degas
360                                                                                          Edgar Degas
361                                                                                          Edgar Degas
362                                                                                          Edgar Degas
363                                                                                          Edgar Degas
364                                                                                          Edgar Degas
365                                                                                          Edgar Degas
366                                                                                          Edgar Degas
367                                                                                          Edgar Degas
368                                                                                          Edgar Degas
369                                                                                      Edgards Iltners
370                                                                                      Edgards Iltners
371                                                                                        Édouard Manet
372                                                                                        Édouard Manet
373                                                                                        Édouard Manet
374                                                                                        Édouard Manet
375                                                                                        Édouard Manet
376                                                                                        Édouard Manet
377                                                                                        Édouard Manet
378                                                                                        Édouard Manet
379                                                                                        Édouard Manet
380                                                                                        Édouard Manet
381                                                                                        Édouard Manet
382                                                                                        Édouard Manet
383                                                                                        Édouard Manet
384                                                                                        Édouard Manet
385                                                                                        Édouard Manet
386                                                                                     Eduardo Paolozzi
387                                                                                         Edvard Munch
388                                                                                         Edvard Munch
389                                                                                         Edvard Munch
390                                                                                         Edvard Munch
391                                                                                         Edvard Munch
392                                                                                         Edvard Munch
393                                                                                         Edvard Munch
394                                                                                         Edvard Munch
395                                                                                         Edvard Munch
396                                                                                         Edvard Munch
397                                                                                         Edvard Munch
398                                                                                         Edvard Munch
399                                                                                   Edward Burne-Jones
400                                                                                   Edward Burne-Jones
401                                                                                   Edward Burne-Jones
402                                                                                   Edward Burne-Jones
403                                                                                     Edward Burtynsky
404                                                                                     Edward Burtynsky
405                                                                                     Edward Burtynsky
406                                                                                        Edward Hopper
407                                                                                        Edward Hopper
408                                                                                        Edward Hopper
409                                                                                        Edward Hopper
410                                                                                        Edward Hopper
411                                                                                        Edward Hopper
412                                                                                        Edward Hopper
413                                                                                        Edward Hopper
414                                                                                        Edward Hopper
415                                                                                        Edward Hopper
416                                                                                        Edward Hopper
417                                                                                        Edward Hopper
418                                                                                        Edward Ruscha
419                                                                                        Edward Ruscha
420                                                                                        Edward Weston
421                                                                                        Edward Weston
422                                                                                        Edward Weston
423                                                                                        Edward Weston
424                                                                                        Edward Weston
425                                                                                        Edward Weston
426                                                                                        Edward Weston
427                                                                                         Egon Schiele
428                                                                                         Egon Schiele
429                                                                                         Egon Schiele
430                                                                                         El Lissitzky
431                                                                        Élisabeth Louise Vigée-Lebrun
432                                                                        Élisabeth Louise Vigée-Lebrun
433                                                                        Élisabeth Louise Vigée-Lebrun
434                                                                        Élisabeth Louise Vigée-Lebrun
435                                                                        Élisabeth Louise Vigée-Lebrun
436                                                                        Élisabeth Louise Vigée-Lebrun
437                                                                        Élisabeth Louise Vigée-Lebrun
438                                                                        Élisabeth Louise Vigée-Lebrun
439                                                                        Élisabeth Louise Vigée-Lebrun
440                                                                        Élisabeth Louise Vigée-Lebrun
441                                                                                     Elizabeth Murray
442                                                                                     Elizabeth Murray
443                                                                                      Ellsworth Kelly
444                                                                                      Ellsworth Kelly
445                                                                                      Ellsworth Kelly
446                                                                                      Ellsworth Kelly
447                                                                                      Ellsworth Kelly
448                                                                                      Ellsworth Kelly
449                                                                                      Ellsworth Kelly
450                                                                                      Ellsworth Kelly
451                                                                                      Ellsworth Kelly
452                                                                                      Ellsworth Kelly
453                                                                                      Ellsworth Kelly
454                                                                                      Ellsworth Kelly
455                                                                                           Emil Nolde
456                                                                                           Emil Nolde
457                                                                                           Emil Nolde
458                                                                                           Emil Nolde
459                                                                                           Emil Nolde
460                                                                                           Emil Nolde
461                                                                                           Emil Nolde
462                                                                                           Emil Nolde
463                                                                                           Emil Nolde
464                                                                                Emily Kame Kngwarreye
465                                                                                Ernst Ludwig Kirchner
466                                                                                Ernst Ludwig Kirchner
467                                                                                Ernst Ludwig Kirchner
468                                                                                Ernst Ludwig Kirchner
469                                                                                Ernst Ludwig Kirchner
470                                                                                Ernst Ludwig Kirchner
471                                                                                Ernst Ludwig Kirchner
472                                                                                Ernst Ludwig Kirchner
473                                                                                         Eugène Atget
474                                                                                         Eugène Atget
475                                                                                         Eugène Atget
476                                                                                     Eugène Delacroix
477                                                                                     Eugène Delacroix
478                                                                                     Eugène Delacroix
479                                                                                     Eugène Delacroix
480                                                                                     Eugène Delacroix
481                                                                                     Eugène Delacroix
482                                                                                     Eugène Delacroix
483                                                                                     Eugène Delacroix
484                                                                                     Eugène Delacroix
485                                                                                     Eugène Delacroix
486                                                                                     Eugène Delacroix
487                                                                                     Eugène Delacroix
488                                                                                     Eugène Delacroix
489                                                                                     Eugène Delacroix
490                                                                                     Eugène Delacroix
491                                                                                     Eugène Delacroix
492                                                                                        Eugène Durieu
493                                                                                        Eugène Durieu
494                                                                                        Eugène Durieu
495                                                                                        Eugène Durieu
496                                                                                      Eugene Speicher
497                                                                                       Faith Ringgold
498                                                                                       Faith Ringgold
499                                                                                       Faith Ringgold
500                                                                                       Faith Ringgold
501                                                                                       Faith Ringgold
502                                                                                       Faith Ringgold
503                                                                                        Fernand Léger
504                                                                                        Fernand Léger
505                                                                                        Fernand Léger
506                                                                                        Fernand Léger
507                                                                                        Fernand Léger
508                                                                                        Fernand Léger
509                                                                                        Fernand Léger
510                                                                                        Fernand Léger
511                                                                                        Fernand Léger
512                                                                                        Fernand Léger
513                                                                                        Fernand Léger
514                                                                                        Fernand Léger
515                                                                                        Fernand Léger
516                                                                                      Fernando Botero
517                                                                                      Fernando Botero
518                                                                                Franc Johnson Newcomb
519                                                                                        Francis Bacon
520                                                                                        Francis Bacon
521                                                                                        Francis Bacon
522                                                                                        Francis Bacon
523                                                                                        Francis Bacon
524                                                                                        Francis Bacon
525                                                                                        Francis Bacon
526                                                                                        Francis Bacon
527                                                                                        Francis Bacon
528                                                                                        Francis Bacon
529                                                                                        Francis Bacon
530                                                                                        Francis Bacon
531                                                                                       Francisco Goya
532                                                                                       Francisco Goya
533                                                                                       Francisco Goya
534                                                                                       Francisco Goya
535                                                                                       Francisco Goya
536                                                                                       Francisco Goya
537                                                                                       Francisco Goya
538                                                                                       Francisco Goya
539                                                                                       Francisco Goya
540                                                                                       Francisco Goya
541                                                                                       Francisco Goya
542                                                                                       Francisco Goya
543                                                                                       Francisco Goya
544                                                                                       Francisco Goya
545                                                                                     François Boucher
546                                                                                     François Boucher
547                                                                                     François Boucher
548                                                                                     François Boucher
549                                                                                     François Boucher
550                                                                                     François Boucher
551                                                                                     François Boucher
552                                                                                     François Boucher
553                                                                                     François Boucher
554                                                                                     François Boucher
555                                                                                     François Boucher
556                                                                                     François Boucher
557                                                                                 Frank Gelett Burgess
558                                                                                 Frank Gelett Burgess
559                                                                                 Frank Gelett Burgess
560                                                                                 Frank Gelett Burgess
561                                                                                         Frank Stella
562                                                                                         Frank Stella
563                                                                                         Frank Stella
564                                                                                         Frank Stella
565                                                                                         Frank Stella
566                                                                                         Frank Stella
567                                                                                         Frank Stella
568                                                                                          Franz Kline
569                                                                                          Franz Kline
570                                                                                          Franz Kline
571                                                                                          Franz Kline
572                                                                                          Franz Kline
573                                                                                          Franz Kline
574                                                                                           Franz Marc
575                                                                                           Franz Marc
576                                                                                           Franz Marc
577                                                                                           Franz Marc
578                                                                                           Franz Marc
579                                                                                           Franz Marc
580                                                                                           Franz Marc
581                                                                                Frederic Edwin Church
582                                                                                Frederic Edwin Church
583                                                                                Frederic Edwin Church
584                                                                                Frederic Edwin Church
585                                                                                Frederic Edwin Church
586                                                                                Frederic Edwin Church
587                                                                                          Frida Kahlo
588                                                                                          Frida Kahlo
589                                                                                          Frida Kahlo
590                                                                                          Frida Kahlo
591                                                                                          Frida Kahlo
592                                                                                          Frida Kahlo
593                                                                                          Frida Kahlo
594                                                                                          Frida Kahlo
595                                                                                Friedrich von Martens
596                                                                                       George Bellows
597                                                                                       George Bellows
598                                                                                 George Caleb Bingham
599                                                                                  George French Angas
600                                                                                         George Grosz
601                                                                                         George Grosz
602                                                                                         George Grosz
603                                                                                         George Grosz
604                                                                                         George Grosz
605                                                                                         George Grosz
606                                                                                         George Grosz
607                                                                                         George Grosz
608                                                                                         George Grosz
609                                                                                         George Grosz
610                                                                                        George Inness
611                                                                                        George Inness
612                                                                                        George Inness
613                                                                                        George Inness
614                                                                                    George N. Barnard
615                                                                                        George Stubbs
616                                                                                        George Stubbs
617                                                                                       Georges Braque
618                                                                                       Georges Braque
619                                                                                       Georges Braque
620                                                                                       Georges Braque
621                                                                                       Georges Braque
622                                                                                       Georges Braque
623                                                                                       Georges Braque
624                                                                                       Georges Braque
625                                                                                       Georges Braque
626                                                                                       Georges Braque
627                                                                                       Georges Braque
628                                                                                       Georges Braque
629                                                                                       Georges Braque
630                                                                                      Georges Rouault
631                                                                                      Georges Rouault
632                                                                                      Georges Rouault
633                                                                                      Georges Rouault
634                                                                                      Georges Rouault
635                                                                                      Georges Rouault
636                                                                                      Georges Rouault
637                                                                                      Georges Rouault
638                                                                                       Georges Seurat
639                                                                                       Georges Seurat
640                                                                                       Georges Seurat
641                                                                                       Georges Seurat
642                                                                                       Georges Seurat
643                                                                                       Georges Seurat
644                                                                                       Georges Seurat
645                                                                                       Georges Seurat
646                                                                                       Georges Seurat
647                                                                                       Georges Seurat
648                                                                                       Georges Seurat
649                                                                                       Georges Seurat
650                                                                                       Georges Seurat
651                                                                                       Georges Seurat
652                                                                                       Georges Seurat
653                                                                                     Georgia O'Keeffe
654                                                                                     Georgia O'Keeffe
655                                                                                     Georgia O'Keeffe
656                                                                                     Georgia O'Keeffe
657                                                                                     Georgia O'Keeffe
658                                                                                     Georgia O'Keeffe
659                                                                                     Georgia O'Keeffe
660                                                                                     Georgia O'Keeffe
661                                                                                     Georgia O'Keeffe
662                                                                                     Georgia O'Keeffe
663                                                                                     Georgia O'Keeffe
664                                                                                     Georgia O'Keeffe
665                                                                                    Gertrude Käsebier
666                                                                                    Gertrude Käsebier
667                                                                                    Gertrude Käsebier
668                                                                                    Gertrude Käsebier
669                                                                                    Gertrude Käsebier
670                                                                                    Gertrude Käsebier
671                                                                                    Gertrude Käsebier
672                                                                                    Gertrude Käsebier
673                                                                                        Giacomo Balla
674                                                                                        Giacomo Balla
675                                                                                        Giacomo Balla
676                                                                                        Giacomo Balla
677                                                                                        Giacomo Balla
678                                                                                        Giacomo Balla
679                                                                                        Giacomo Balla
680                                                                                      Gilbert Prousch
681                                                                                      George Passmore
682                                                                                      Gilbert Prousch
683                                                                                      George Passmore
684                                                                                       Gilbert Stuart
685                                                                                       Gilbert Stuart
686                                                                                       Gilbert Stuart
687                                                                                        Gino Severini
688                                                                                        Gino Severini
689                                                                                        Gino Severini
690                                                                                        Gino Severini
691                                                                                        Gino Severini
692                                                                                        Gino Severini
693                                                                                        Gino Severini
694                                                                                   Giorgio de Chirico
695                                                                                   Giorgio de Chirico
696                                                                                   Giorgio de Chirico
697                                                                                   Giorgio de Chirico
698                                                                                   Giorgio de Chirico
699                                                                                   Giorgio de Chirico
700                                                                                   Giorgio de Chirico
701                                                                                   Giorgio de Chirico
702                                                                                   Giorgio de Chirico
703                                                                                   Giorgio de Chirico
704                                                                                   Giorgio de Chirico
705                                                                                   Giorgio de Chirico
706                                                                                   Giorgio de Chirico
707                                                                           Giovanni Battista Piranesi
708                                                                           Giovanni Battista Piranesi
709                                                                           Giovanni Battista Piranesi
710                                                                           Giovanni Battista Piranesi
711                                                                           Giovanni Battista Piranesi
712                                                                           Giovanni Battista Piranesi
713                                                                           Giovanni Battista Piranesi
714                                                                                           Grant Wood
715                                                                                           Grant Wood
716                                                                                           Grant Wood
717                                                                                           Grant Wood
718                                                                                           Grant Wood
719                                                                                           Grant Wood
720                                                                                           Grant Wood
721                                                                                           Grant Wood
722                                                                                      Guerrilla Girls
723                                                                                      Guerrilla Girls
724                                                                                      Guerrilla Girls
725                                                                                         Gunta Stölzl
726                                                                                         Gunta Stölzl
727                                                                                         Gustav Klimt
728                                                                                         Gustav Klimt
729                                                                                         Gustav Klimt
730                                                                                         Gustav Klimt
731                                                                                         Gustav Klimt
732                                                                                         Gustav Klimt
733                                                                                         Gustav Klimt
734                                                                                         Gustav Klimt
735                                                                                         Gustav Klimt
736                                                                                         Gustav Klimt
737                                                                                         Gustav Klimt
738                                                                                  Gustave Caillebotte
739                                                                                  Gustave Caillebotte
740                                                                                  Gustave Caillebotte
741                                                                                  Gustave Caillebotte
742                                                                                  Gustave Caillebotte
743                                                                                  Gustave Caillebotte
744                                                                                  Gustave Caillebotte
745                                                                                      Gustave Courbet
746                                                                                      Gustave Courbet
747                                                                                      Gustave Courbet
748                                                                                      Gustave Courbet
749                                                                                      Gustave Courbet
750                                                                                      Gustave Courbet
751                                                                                      Gustave Courbet
752                                                                                      Gustave Courbet
753                                                                                      Gustave Courbet
754                                                                                      Gustave Courbet
755                                                                                      Gustave Courbet
756                                                                                      Gustave Courbet
757                                                                                      Gustave Courbet
758                                                                                      Gustave Courbet
759                                                                                      Gustave Courbet
760                                                                                      Gustave Le Gray
761                                                                                       Gustave Moreau
762                                                                                       Gustave Moreau
763                                                                                       Gustave Moreau
764                                                                                       Gustave Moreau
765                                                                                       Gustave Moreau
766                                                                                       Gustave Moreau
767                                                                                       Gustave Moreau
768                                                                                       Gustave Moreau
769                                                                                       Gustave Moreau
770                                                                                       Gustave Moreau
771                                                                                          Hannah Höch
772                                                                                          Hannah Höch
773                                                                                          Hannah Höch
774                                                                                          Hannah Höch
775                                                                                          Hannah Höch
776                                                                                          Hannah Höch
777                                                                                          Hannah Höch
778                                                                                         Hannah Wilke
779                                                                                         Hannah Wilke
780                                                                                         Hannah Wilke
781                                                                                         Hans Hofmann
782                                                                                         Hans Hofmann
783                                                                                         Hans Hofmann
784                                                                                          Hans Namuth
785                                                                                          Hans Namuth
786                                                                                          Hans Namuth
787                                                                                          Hans Namuth
788                                                                                      Hans von Marées
789                                                                                  Helen Frankenthaler
790                                                                                  Helen Frankenthaler
791                                                                                  Helen Frankenthaler
792                                                                                  Helen Frankenthaler
793                                                                                  Helen Frankenthaler
794                                                                                  Helen Frankenthaler
795                                                                                  Helen Frankenthaler
796                                                                                  Helen Frankenthaler
797                                                                                            Helen Oji
798                                                                                            Helen Oji
799                                                                                Henri Cartier-Bresson
800                                                                                Henri Cartier-Bresson
801                                                                            Henri de Toulouse-Lautrec
802                                                                            Henri de Toulouse-Lautrec
803                                                                            Henri de Toulouse-Lautrec
804                                                                            Henri de Toulouse-Lautrec
805                                                                            Henri de Toulouse-Lautrec
806                                                                            Henri de Toulouse-Lautrec
807                                                                            Henri de Toulouse-Lautrec
808                                                                            Henri de Toulouse-Lautrec
809                                                                            Henri de Toulouse-Lautrec
810                                                                            Henri de Toulouse-Lautrec
811                                                                            Henri de Toulouse-Lautrec
812                                                                            Henri de Toulouse-Lautrec
813                                                                            Henri de Toulouse-Lautrec
814                                                                            Henri de Toulouse-Lautrec
815                                                                            Henri de Toulouse-Lautrec
816                                                                                        Henri Matisse
817                                                                                        Henri Matisse
818                                                                                        Henri Matisse
819                                                                                        Henri Matisse
820                                                                                        Henri Matisse
821                                                                                        Henri Matisse
822                                                                                        Henri Matisse
823                                                                                        Henri Matisse
824                                                                                        Henri Matisse
825                                                                                        Henri Matisse
826                                                                                        Henri Matisse
827                                                                                        Henri Matisse
828                                                                                        Henri Matisse
829                                                                                        Henri Matisse
830                                                                                        Henri Matisse
831                                                                                       Henri Rousseau
832                                                                                       Henri Rousseau
833                                                                                       Henri Rousseau
834                                                                                       Henri Rousseau
835                                                                                       Henri Rousseau
836                                                                                       Henri Rousseau
837                                                                                       Henri Rousseau
838                                                                                       Henri Rousseau
839                                                                                       Henri Rousseau
840                                                                                       Henri Rousseau
841                                                                                       Henri Rousseau
842                                                                                       Henri Rousseau
843                                                                                       Henri Rousseau
844                                                                                       Henri Rousseau
845                                                                                       Henri Rousseau
846                                                                                         Henry Fuseli
847                                                                                         Henry Fuseli
848                                                                                         Henry Fuseli
849                                                                                         Henry Fuseli
850                                                                                         Henry Fuseli
851                                                                                         Henry Fuseli
852                                                                                         Henry Fuseli
853                                                                                         Henry Fuseli
854                                                                                         Henry Fuseli
855                                                                                         Henry Fuseli
856                                                                                  Henry Ossawa Tanner
857                                                                                  Henry Ossawa Tanner
858                                                                                  Henry Ossawa Tanner
859                                                                                  Henry Ossawa Tanner
860                                                                                  Henry Ossawa Tanner
861                                                                                  Henry Ossawa Tanner
862                                                                                  Henry Ossawa Tanner
863                                                                                  Henry Ossawa Tanner
864                                                                                 Henry Peach Robinson
865                                                                                        Herbert Bayer
866                                                                                     Hippolyte Jouvin
867                                                                                     Hippolyte Jouvin
868                                                                                     Hippolyte Jouvin
869                                                                                     Hippolyte Jouvin
870                                                                                       Paul Delaroche
871                                                                                              Hokusai
872                                                                                              Hokusai
873                                                                                       Honoré Daumier
874                                                                                       Honoré Daumier
875                                                                                       Honoré Daumier
876                                                                                       Honoré Daumier
877                                                                                       Honoré Daumier
878                                                                                       Honoré Daumier
879                                                                                       Honoré Daumier
880                                                                                       Honoré Daumier
881                                                                                       Honoré Daumier
882                                                                                       Honoré Daumier
883                                                                                       Honoré Daumier
884                                                                                       Honoré Daumier
885                                                                                       Honoré Daumier
886                                                                                       Honoré Daumier
887                                                                                       Honoré Daumier
888                                                                                       Honoré Daumier
889                                                                                        Huang Binhong
890                                                                                           Ilya Repin
891                                                                                           Ilya Repin
892                                                                                           Ilya Repin
893                                                                                           Ilya Repin
894                                                                                         Isaac Abrams
895                                                                                         Isaac Abrams
896                                                                                      Jackson Pollock
897                                                                                      Jackson Pollock
898                                                                                      Jackson Pollock
899                                                                                      Jackson Pollock
900                                                                                      Jackson Pollock
901                                                                                      Jackson Pollock
902                                                                                      Jackson Pollock
903                                                                                      Jackson Pollock
904                                                                                      Jackson Pollock
905                                                                                      Jackson Pollock
906                                                                                      Jackson Pollock
907                                                                                      Jackson Pollock
908                                                                                      Jackson Pollock
909                                                                                       Jacob Lawrence
910                                                                                       Jacob Lawrence
911                                                                                       Jacob Lawrence
912                                                                                       Jacob Lawrence
913                                                                                       Jacob Lawrence
914                                                                                       Jacob Lawrence
915                                                                                       Jacob Lawrence
916                                                                                       Jacob Lawrence
917                                                                                  Jacques-Louis David
918                                                                                  Jacques-Louis David
919                                                                                  Jacques-Louis David
920                                                                                  Jacques-Louis David
921                                                                                  Jacques-Louis David
922                                                                                  Jacques-Louis David
923                                                                                  Jacques-Louis David
924                                                                                  Jacques-Louis David
925                                                                                  Jacques-Louis David
926                                                                                  Jacques-Louis David
927                                                                                  Jacques-Louis David
928                                                                                  Jacques-Louis David
929                                                                                  Jacques-Louis David
930                                                                        James Abbott McNeill Whistler
931                                                                        James Abbott McNeill Whistler
932                                                                        James Abbott McNeill Whistler
933                                                                        James Abbott McNeill Whistler
934                                                                        James Abbott McNeill Whistler
935                                                                        James Abbott McNeill Whistler
936                                                                        James Abbott McNeill Whistler
937                                                                        James Abbott McNeill Whistler
938                                                                        James Abbott McNeill Whistler
939                                                                        James Abbott McNeill Whistler
940                                                                        James Abbott McNeill Whistler
941                                                                        James Abbott McNeill Whistler
942                                                                                          James Ensor
943                                                                                          James Ensor
944                                                                                          James Ensor
945                                                                                          James Ensor
946                                                                                          James Ensor
947                                                                                          James Ensor
948                                                                                          James Ensor
949                                                                                          James Ensor
950                                                                                          James Ensor
951                                                                                     James Rosenquist
952                                                                                     James Rosenquist
953                                                                                         James Tissot
954                                                                                         James Tissot
955                                                                                    James Van Der Zee
956                                                                                         Jasper Johns
957                                                                                         Jasper Johns
958                                                                                         Jasper Johns
959                                                                                         Jasper Johns
960                                                                                         Jasper Johns
961                                                                                         Jasper Johns
962                                                                                      Jean (Hans) Arp
963                                                                                      Jean (Hans) Arp
964                                                                                      Jean (Hans) Arp
965                                                                                      Jean (Hans) Arp
966                                                                                      Jean (Hans) Arp
967                                                                                      Jean (Hans) Arp
968                                                                                      Jean (Hans) Arp
969                                                                        Jean Auguste Dominique Ingres
970                                                                        Jean Auguste Dominique Ingres
971                                                                        Jean Auguste Dominique Ingres
972                                                                        Jean Auguste Dominique Ingres
973                                                                        Jean Auguste Dominique Ingres
974                                                                        Jean Auguste Dominique Ingres
975                                                                        Jean Auguste Dominique Ingres
976                                                                        Jean Auguste Dominique Ingres
977                                                                        Jean Auguste Dominique Ingres
978                                                                        Jean Auguste Dominique Ingres
979                                                                        Jean Auguste Dominique Ingres
980                                                                        Jean Auguste Dominique Ingres
981                                                                        Jean Auguste Dominique Ingres
982                                                                        Jean Auguste Dominique Ingres
983                                                                        Jean Auguste Dominique Ingres
984                                                                        Jean Auguste Dominique Ingres
985                                                                          Jean Baptiste Camille Corot
986                                                                          Jean Baptiste Camille Corot
987                                                                          Jean Baptiste Camille Corot
988                                                                          Jean Baptiste Camille Corot
989                                                                          Jean Baptiste Camille Corot
990                                                                          Jean Baptiste Camille Corot
991                                                                          Jean Baptiste Camille Corot
992                                                                          Jean Baptiste Camille Corot
993                                                                          Jean Baptiste Camille Corot
994                                                                                 Jean Baptiste Greuze
995                                                                                 Jean Baptiste Greuze
996                                                                                 Jean Baptiste Greuze
997                                                                                 Jean Baptiste Greuze
998                                                                                 Jean Baptiste Greuze
999                                                                                 Jean Baptiste Greuze
1000                                                                                Jean Baptiste Greuze
1001                                                                                Jean Baptiste Greuze
1002                                                                                Jean Baptiste Greuze
1003                                                                                Jean Baptiste Greuze
1004                                                                                Jean Baptiste Greuze
1005                                                                                Jean Baptiste Greuze
1006                                                                                Jean Baptiste Greuze
1007                                                                                       Jean Dubuffet
1008                                                                                       Jean Dubuffet
1009                                                                                       Jean Dubuffet
1010                                                                                       Jean Dubuffet
1011                                                                                       Jean Dubuffet
1012                                                                                       Jean Dubuffet
1013                                                                                       Jean Dubuffet
1014                                                                                       Jean Dubuffet
1015                                                                                       Jean Dubuffet
1016                                                                                       Jean Dubuffet
1017                                                                                Jean François Millet
1018                                                                                Jean François Millet
1019                                                                                Jean François Millet
1020                                                                                Jean François Millet
1021                                                                                Jean François Millet
1022                                                                                Jean François Millet
1023                                                                                Jean François Millet
1024                                                                                Jean François Millet
1025                                                                                Jean François Millet
1026                                                                                Jean François Millet
1027                                                                                Jean François Millet
1028                                                                                Jean François Millet
1029                                                                                Jean François Millet
1030                                                                                Jean François Millet
1031                                                                                Jean François Millet
1032                                                                               Jean Honoré Fragonard
1033                                                                               Jean Honoré Fragonard
1034                                                                               Jean Honoré Fragonard
1035                                                                               Jean Honoré Fragonard
1036                                                                               Jean Honoré Fragonard
1037                                                                               Jean Honoré Fragonard
1038                                                                               Jean Honoré Fragonard
1039                                                                               Jean Honoré Fragonard
1040                                                                               Jean Honoré Fragonard
1041                                                                               Jean Honoré Fragonard
1042                                                                               Jean Honoré Fragonard
1043                                                                               Jean Honoré Fragonard
1044                                                                        Jean Louis Ernest Meissonier
1045                                                                               Jean-Baptiste Chardin
1046                                                                               Jean-Baptiste Chardin
1047                                                                                    Jean-Léon Gérôme
1048                                                                                    Jean-Léon Gérôme
1049                                                                                    Jean-Léon Gérôme
1050                                                                                    Jean-Léon Gérôme
1051                                                                                    Jean-Léon Gérôme
1052                                                                                    Jean-Léon Gérôme
1053                                                                                Jean-Michel Basquiat
1054                                                                                Jean-Michel Basquiat
1055                                                                                Jean-Michel Basquiat
1056                                                                                       Jenny Saville
1057                                                                                       Jenny Saville
1058                                                                                       Jenny Saville
1059                                                                                           Joan Miró
1060                                                                                           Joan Miró
1061                                                                                           Joan Miró
1062                                                                                           Joan Miró
1063                                                                                           Joan Miró
1064                                                                                           Joan Miró
1065                                                                                           Joan Miró
1066                                                                                           Joan Miró
1067                                                                                           Joan Miró
1068                                                                                           Joan Miró
1069                                                                                           Joan Miró
1070                                                                                           Joan Miró
1071                                                                                           Joan Miró
1072                                                                                           Joan Miró
1073                                                                                       Joan Mitchell
1074                                                                                       Joan Mitchell
1075                                                                                      Joanne Leonard
1076                                                                                      Johann Zoffany
1077                                                                                      John Constable
1078                                                                                      John Constable
1079                                                                                      John Constable
1080                                                                                      John Constable
1081                                                                                      John Constable
1082                                                                                      John Constable
1083                                                                                      John Constable
1084                                                                                      John Constable
1085                                                                                      John Constable
1086                                                                                      John Constable
1087                                                                                      John Constable
1088                                                                                      John Constable
1089                                                                                      John Constable
1090                                                                                      John Constable
1091                                                                                      John Constable
1092                                                                                      John Constable
1093                                                                                John Everett Millais
1094                                                                                John Everett Millais
1095                                                                                John Everett Millais
1096                                                                                John Everett Millais
1097                                                                                John Everett Millais
1098                                                                                John Everett Millais
1099                                                                                John Everett Millais
1100                                                                                John Everett Millais
1101                                                                                John Everett Millais
1102                                                                                John Everett Millais
1103                                                                                        John Flaxman
1104                                                                                        John Flaxman
1105                                                                                        John Flaxman
1106                                                                                   John H. Twachtman
1107                                                                                  John James Audubon
1108                                                                                          John Marin
1109                                                                                          John Marin
1110                                                                                 John Singer Sargent
1111                                                                                 John Singer Sargent
1112                                                                                 John Singer Sargent
1113                                                                                 John Singer Sargent
1114                                                                                 John Singer Sargent
1115                                                                                 John Singer Sargent
1116                                                                                 John Singer Sargent
1117                                                                                 John Singer Sargent
1118                                                                                 John Singer Sargent
1119                                                                                 John Singer Sargent
1120                                                                                 John Singer Sargent
1121                                                                                 John Singer Sargent
1122                                                                                 John Singer Sargent
1123                                                                                 John Singer Sargent
1124                                                                               John Singleton Copley
1125                                                                               John Singleton Copley
1126                                                                               John Singleton Copley
1127                                                                               John Singleton Copley
1128                                                                               John Singleton Copley
1129                                                                               John Singleton Copley
1130                                                                               John Singleton Copley
1131                                                                               John Singleton Copley
1132                                                                               John Singleton Copley
1133                                                                               John Singleton Copley
1134                                                                               John Singleton Copley
1135                                                                                          John Sloan
1136                                                                                          John Sloan
1137                                                                                          John Sloan
1138                                                                                          John Sloan
1139                                                                                          John Sloan
1140                                                                                          John Sloan
1141                                                                                          John Sloan
1142                                                                                          John Sloan
1143                                                                                        John Smibert
1144                                                                                José Clemente Orozco
1145                                                                                José Clemente Orozco
1146                                                                                José Clemente Orozco
1147                                                                                José Clemente Orozco
1148                                                                                José Clemente Orozco
1149                                                                                José Clemente Orozco
1150                                                                                José Clemente Orozco
1151                                                                                José Clemente Orozco
1152                                                                                José Clemente Orozco
1153                                                                                José Clemente Orozco
1154                                                                                José Clemente Orozco
1155                                                                                José Clemente Orozco
1156                                                                               José Guadalupe Posada
1157                                                                               José Guadalupe Posada
1158                                                                                  José María Velasco
1159                                                                                        José Sabogal
1160                                                                                        Josef Albers
1161                                                                                        Josef Albers
1162                                                                       Joseph Mallord William Turner
1163                                                                       Joseph Mallord William Turner
1164                                                                       Joseph Mallord William Turner
1165                                                                       Joseph Mallord William Turner
1166                                                                       Joseph Mallord William Turner
1167                                                                       Joseph Mallord William Turner
1168                                                                       Joseph Mallord William Turner
1169                                                                       Joseph Mallord William Turner
1170                                                                       Joseph Mallord William Turner
1171                                                                       Joseph Mallord William Turner
1172                                                                       Joseph Mallord William Turner
1173                                                                       Joseph Mallord William Turner
1174                                                                       Joseph Mallord William Turner
1175                                                                       Joseph Mallord William Turner
1176                                                                       Joseph Mallord William Turner
1177                                                                       Joseph Mallord William Turner
1178                                                                                      Joseph Pickett
1179                                                                                      Joseph Pickett
1180                                                                                       Joseph Stella
1181                                                                              Joseph Wright of Derby
1182                                                                              Joseph Wright of Derby
1183                                                                              Joseph Wright of Derby
1184                                                                              Joseph Wright of Derby
1185                                                                              Joseph Wright of Derby
1186                                                                              Joseph Wright of Derby
1187                                                                              Joseph Wright of Derby
1188                                                                              Joseph Wright of Derby
1189                                                                                     Joshua Reynolds
1190                                                                                     Joshua Reynolds
1191                                                                                     Joshua Reynolds
1192                                                                                Josiah Johnson Hawes
1193                                                                                Josiah Johnson Hawes
1194                                                                             Albert Sands Southworth
1195                                                                                Josiah Johnson Hawes
1196                                                                             Albert Sands Southworth
1197                                                                                Josiah Johnson Hawes
1198                                                                             Albert Sands Southworth
1199                                                                                Josiah Johnson Hawes
1200                                                                             Albert Sands Southworth
1201                                                                                Josiah Johnson Hawes
1202                                                                             Albert Sands Southworth
1203                                                                                Josiah Johnson Hawes
1204                                                                             Albert Sands Southworth
1205                                                                                Josiah Johnson Hawes
1206                                                                             Albert Sands Southworth
1207                                                                                Josiah Johnson Hawes
1208                                                                             Albert Sands Southworth
1209                                                                                Jules Bastien-Lepage
1210                                                                                Jules Bastien-Lepage
1211                                                                                Jules Bastien-Lepage
1212                                                                                      Julia Codesido
1213                                                                              Julia Margaret Cameron
1214                                                                              Julia Margaret Cameron
1215                                                                              Julia Margaret Cameron
1216                                                                              Julia Margaret Cameron
1217                                                                              Julia Margaret Cameron
1218                                                                              Julia Margaret Cameron
1219                                                                                     Julian Schnabel
1220                                                                                     Julian Schnabel
1221                                                                                     Julian Schnabel
1222                                                                                     Julian Schnabel
1223                                                                                     Julian Schnabel
1224                                                                                     Julian Schnabel
1225                                                                                     Julian Schnabel
1226                                                                                Kamol Tassananchalee
1227                                                                                          Kano Hogai
1228                                                                                          Kano Hogai
1229                                                                                          Kano Hogai
1230                                                                                         Karl Bodmer
1231                                                                                         Karl Bodmer
1232                                                                                         Karl Bodmer
1233                                                                                         Karl Bodmer
1234                                                                                         Karl Bodmer
1235                                                                                         Karl Bodmer
1236                                                                                         Karl Bodmer
1237                                                                                      Käthe Kollwitz
1238                                                                                      Käthe Kollwitz
1239                                                                                      Käthe Kollwitz
1240                                                                                      Käthe Kollwitz
1241                                                                                      Käthe Kollwitz
1242                                                                                      Käthe Kollwitz
1243                                                                                      Käthe Kollwitz
1244                                                                                      Käthe Kollwitz
1245                                                                                      Käthe Kollwitz
1246                                                                                      Käthe Kollwitz
1247                                                                                      Käthe Kollwitz
1248                                                                                      Käthe Kollwitz
1249                                                                                  Katsushika Hokusai
1250                                                                                  Katsushika Hokusai
1251                                                                                  Katsushika Hokusai
1252                                                                                  Katsushika Hokusai
1253                                                                                  Katsushika Hokusai
1254                                                                                  Katsushika Hokusai
1255                                                                                    Kazimir Malevich
1256                                                                                    Kazimir Malevich
1257                                                                                    Kazimir Malevich
1258                                                                                    Kazimir Malevich
1259                                                                                    Kazimir Malevich
1260                                                                                    Kazimir Malevich
1261                                                                                    Kazimir Malevich
1262                                                                                    Kazimir Malevich
1263                                                                                    Kazimir Malevich
1264                                                                                    Kazimir Malevich
1265                                                                                    Kazimir Malevich
1266                                                                                    Kazimir Malevich
1267                                                                                       Kehinde Wiley
1268                                                                                       Kehinde Wiley
1269                                                                                       Kehinde Wiley
1270                                                                                Kerry James Marshall
1271                                                                                     Kurt Schwitters
1272                                                                                     Kurt Schwitters
1273                                                                                     Kurt Schwitters
1274                                                                                     Kurt Schwitters
1275                                                                                     Kurt Schwitters
1276                                                                                     Kurt Schwitters
1277                                                                                     Kurt Schwitters
1278                                                                                     Kurt Schwitters
1279                                                                                     Kurt Schwitters
1280                                                                                     Kurt Schwitters
1281                                                                                     Kurt Schwitters
1282                                                                                     Kurt Schwitters
1283                                                                                     Kurt Schwitters
1284                                                                                  László Moholy-Nagy
1285                                                                                  László Moholy-Nagy
1286                                                                                          Leon Golub
1287                                                                                          Leon Golub
1288                                                                                          Leon Golub
1289                                                                                          Leon Golub
1290                                                                                          Leon Golub
1291                                                                                          Leon Golub
1292                                                                                          Leon Golub
1293                                                                                          Leon Golub
1294                                                                                          Leon Golub
1295                                                                                   Lewis Wickes Hine
1296                                                                                       Lorna Simpson
1297                                                                                       Lorna Simpson
1298                                                                                       Lorna Simpson
1299                                                                        Louis-Jacques-Mandé Daguerre
1300                                                                        Louis-Jacques-Mandé Daguerre
1301                                                                        Louis-Jacques-Mandé Daguerre
1302                                                                        Louis-Jacques-Mandé Daguerre
1303                                                                        Louis-Jacques-Mandé Daguerre
1304                                                                        Louis-Jacques-Mandé Daguerre
1305                                                                        Louis-Jacques-Mandé Daguerre
1306                                                                        Louis-Jacques-Mandé Daguerre
1307                                                                        Louis-Jacques-Mandé Daguerre
1308                                                                        Louis-Jacques-Mandé Daguerre
1309                                                                                        Lucian Freud
1310                                                                                        Lucian Freud
1311                                                                                        Lucian Freud
1312                                                                                             Man Ray
1313                                                                                        Marc Chagall
1314                                                                                        Marc Chagall
1315                                                                                        Marc Chagall
1316                                                                                        Marc Chagall
1317                                                                                        Marc Chagall
1318                                                                                        Marc Chagall
1319                                                                                        Marc Chagall
1320                                                                                      Marcel Duchamp
1321                                                                                      Marcel Duchamp
1322                                                                                      Marcel Duchamp
1323                                                                                      Marcel Duchamp
1324                                                                                      Marcel Duchamp
1325                                                                                      Marcel Duchamp
1326                                                                                      Marcel Duchamp
1327                                                                                      Marcel Duchamp
1328                                                                                      Marcel Duchamp
1329                                                                                      Marcel Duchamp
1330                                                                                      Marcel Duchamp
1331                                                                                      Marcel Duchamp
1332                                                                               Margaret Bourke-White
1333                                                                               Margaret Bourke-White
1334                                                                               Margaret Bourke-White
1335                                                                                       Mario Carreño
1336                                                                                         Mark Rothko
1337                                                                                         Mark Rothko
1338                                                                                         Mark Rothko
1339                                                                                         Mark Rothko
1340                                                                                         Mark Rothko
1341                                                                                         Mark Rothko
1342                                                                                         Mark Rothko
1343                                                                                         Mark Rothko
1344                                                                                         Mark Rothko
1345                                                                                         Mark Rothko
1346                                                                                         Mark Rothko
1347                                                                                         Mark Tansey
1348                                                                                         Mark Tansey
1349                                                                                         Mark Tansey
1350                                                                                         Mark Tansey
1351                                                                                         Mark Tansey
1352                                                                                         Mark Tansey
1353                                                                                     Marsden Hartley
1354                                                                                     Marsden Hartley
1355                                                                                     Marsden Hartley
1356                                                                                     Marsden Hartley
1357                                                                                     Marsden Hartley
1358                                                                                       Martha Rosler
1359                                                                                       Martha Rosler
1360                                                                                       Maruyama Okyo
1361                                                                                       Maruyama Okyo
1362                                                                                        Mary Cassatt
1363                                                                                        Mary Cassatt
1364                                                                                        Mary Cassatt
1365                                                                                        Mary Cassatt
1366                                                                                        Mary Cassatt
1367                                                                                        Mary Cassatt
1368                                                                                        Mary Cassatt
1369                                                                                        Mary Cassatt
1370                                                                                        Mary Cassatt
1371                                                                                        Mary Cassatt
1372                                                                                      Mawalan Marika
1373                                                                                        Max Beckmann
1374                                                                                        Max Beckmann
1375                                                                                        Max Beckmann
1376                                                                                        Max Beckmann
1377                                                                                        Max Beckmann
1378                                                                                        Max Beckmann
1379                                                                                        Max Beckmann
1380                                                                                        Max Beckmann
1381                                                                                        Max Beckmann
1382                                                                                        Max Beckmann
1383                                                                                        Max Beckmann
1384                                                                                        Max Beckmann
1385                                                                                        Max Beckmann
1386                                                                                           Max Ernst
1387                                                                                           Max Ernst
1388                                                                                           Max Ernst
1389                                                                                           Max Ernst
1390                                                                                           Max Ernst
1391                                                                                           Max Ernst
1392                                                                                           Max Ernst
1393                                                                                           Max Ernst
1394                                                                                           Max Ernst
1395                                                                                           Max Ernst
1396                                                                                           Max Ernst
1397                                                                                         Mele Sitani
1398                                                                                         Mele Sitani
1399                                                                                         Mele Sitani
1400                                                                                         Mele Sitani
1401                                                                                         Mele Sitani
1402                                                                                         Mele Sitani
1403                                                                                         Minor White
1404                                                                                         Minor White
1405                                                                                         Minor White
1406                                                                                     Miriam Schapiro
1407                                                                                     Miriam Schapiro
1408                                                                                     Miriam Schapiro
1409                                                                                     Miriam Schapiro
1410                                                                                     Miriam Schapiro
1411                                                                                     Miriam Schapiro
1412                                                                                     Miriam Schapiro
1413                                                                                     Miriam Schapiro
1414                                                                                        Morris Louis
1415                                                                                        Morris Louis
1416                                                                                        Morris Louis
1417                                                                                        Morris Louis
1418                                                                                        Morris Louis
1419                                                                                        Morris Louis
1420                                                                                        Morris Louis
1421                                                                                                N/A1
1422                                                                                                N/A1
1423                                                                                                N/A1
1424                                                                                                N/A1
1425                                                                                               N/A10
1426                                                                                               N/A11
1427                                                                                               N/A11
1428                                                                                               N/A11
1429                                                                                               N/A11
1430                                                                                               N/A11
1431                                                                                               N/A11
1432                                                                                               N/A11
1433                                                                                               N/A12
1434                                                                                               N/A12
1435                                                                                               N/A12
1436                                                                                               N/A12
1437                                                                                               N/A12
1438                                                                                               N/A12
1439                                                                                               N/A13
1440                                                                                               N/A13
1441                                                                                               N/A14
1442                                                                                               N/A15
1443                                                                                               N/A15
1444                                                                                               N/A15
1445                                                                                               N/A15
1446                                                                                               N/A15
1447                                                                                               N/A15
1448                                                                                               N/A16
1449                                                                                               N/A17
1450                                                                                               N/A18
1451                                                                                               N/A19
1452                                                                                                N/A2
1453                                                                                                N/A3
1454                                                                                                N/A3
1455                                                                                                N/A3
1456                                                                                                N/A3
1457                                                                                                N/A4
1458                                                                                                N/A4
1459                                                                                                N/A4
1460                                                                                                N/A5
1461                                                                                                N/A5
1462                                                                                                N/A6
1463                                                                                                N/A6
1464                                                                                                N/A6
1465                                                                                                N/A6
1466                                                                                                N/A6
1467                                                                                                N/A7
1468                                                                                                N/A7
1469                                                                                                N/A7
1470                                                                                                N/A7
1471                                                                                                N/A7
1472                                                                                                N/A8
1473                                                                                                N/A8
1474                                                                                                N/A8
1475                                                                                                N/A8
1476                                                                                                N/A8
1477                                                                                                N/A8
1478                                                                                                N/A9
1479                                                                                               Nadar
1480                                                                                               Nadar
1481                                                                                               Nadar
1482                                                                                               Nadar
1483                                                                                               Nadar
1484                                                                                               Nadar
1485                                                                                               Nadar
1486                                                                                               Nadar
1487                                                                                               Nadar
1488                                                                                       Neil Welliver
1489                                                                                       Neil Welliver
1490                                                                                    Nicolas de Stael
1491                                                                                    Nicolas de Stael
1492                                                                                        Odilon Redon
1493                                                                                        Odilon Redon
1494                                                                                        Odilon Redon
1495                                                                                        Odilon Redon
1496                                                                                        Odilon Redon
1497                                                                                        Odilon Redon
1498                                                                                        Odilon Redon
1499                                                                                        Odilon Redon
1500                                                                                        Odilon Redon
1501                                                                                        Odilon Redon
1502                                                                                        Odilon Redon
1503                                                                             Oscar Gustave Rejlander
1504                                                                                     Oskar Kokoschka
1505                                                                                     Oskar Kokoschka
1506                                                                                     Oskar Kokoschka
1507                                                                                     Oskar Kokoschka
1508                                                                                            Otto Dix
1509                                                                                            Otto Dix
1510                                                                                            Otto Dix
1511                                                                                            Otto Dix
1512                                                                                            Otto Dix
1513                                                                                            Otto Dix
1514                                                                                       Pablo Picasso
1515                                                                                       Pablo Picasso
1516                                                                                       Pablo Picasso
1517                                                                                       Pablo Picasso
1518                                                                                       Pablo Picasso
1519                                                                                       Pablo Picasso
1520                                                                                       Pablo Picasso
1521                                                                                       Pablo Picasso
1522                                                                                       Pablo Picasso
1523                                                                                       Pablo Picasso
1524                                                                                       Pablo Picasso
1525                                                                                       Pablo Picasso
1526                                                                                       Pablo Picasso
1527                                                                                       Pablo Picasso
1528                                                                                       Pablo Picasso
1529                                                                                       Pablo Picasso
1530                                                                                        Paul Cézanne
1531                                                                                        Paul Cézanne
1532                                                                                        Paul Cézanne
1533                                                                                        Paul Cézanne
1534                                                                                        Paul Cézanne
1535                                                                                        Paul Cézanne
1536                                                                                        Paul Cézanne
1537                                                                                        Paul Cézanne
1538                                                                                        Paul Cézanne
1539                                                                                        Paul Cézanne
1540                                                                                        Paul Cézanne
1541                                                                                        Paul Cézanne
1542                                                                                        Paul Cézanne
1543                                                                                        Paul Cézanne
1544                                                                                        Paul Cézanne
1545                                                                                        Paul Cézanne
1546                                                                                      Paul Delaroche
1547                                                                                        Paul Gauguin
1548                                                                                        Paul Gauguin
1549                                                                                        Paul Gauguin
1550                                                                                        Paul Gauguin
1551                                                                                        Paul Gauguin
1552                                                                                        Paul Gauguin
1553                                                                                        Paul Gauguin
1554                                                                                        Paul Gauguin
1555                                                                                        Paul Gauguin
1556                                                                                        Paul Gauguin
1557                                                                                        Paul Gauguin
1558                                                                                        Paul Gauguin
1559                                                                                        Paul Gauguin
1560                                                                                        Paul Gauguin
1561                                                                                        Paul Gauguin
1562                                                                                        Paul Gauguin
1563                                                                                           Paul Klee
1564                                                                                           Paul Klee
1565                                                                                           Paul Klee
1566                                                                                           Paul Klee
1567                                                                                           Paul Klee
1568                                                                                           Paul Klee
1569                                                                                           Paul Klee
1570                                                                                           Paul Klee
1571                                                                                           Paul Klee
1572                                                                                           Paul Klee
1573                                                                                           Paul Klee
1574                                                                                           Paul Klee
1575                                                                                           Paul Klee
1576                                                                                        Pedro Figari
1577                                                                                 Peter Henry Emerson
1578                                                                                 Peter Henry Emerson
1579                                                                                   Philip Pearlstein
1580                                                                                  Philipp Otto Runge
1581                                                                                  Philipp Otto Runge
1582                                                                                  Philipp Otto Runge
1583                                                                                  Philipp Otto Runge
1584                                                                           Pierre Puvis de Chavannes
1585                                                                           Pierre Puvis de Chavannes
1586                                                                           Pierre Puvis de Chavannes
1587                                                                           Pierre Puvis de Chavannes
1588                                                                           Pierre Puvis de Chavannes
1589                                                                           Pierre Puvis de Chavannes
1590                                                                           Pierre Puvis de Chavannes
1591                                                                           Pierre Puvis de Chavannes
1592                                                                           Pierre Puvis de Chavannes
1593                                                                           Pierre Puvis de Chavannes
1594                                                                           Pierre Puvis de Chavannes
1595                                                                                       Piet Mondrian
1596                                                                                       Piet Mondrian
1597                                                                                       Piet Mondrian
1598                                                                                       Piet Mondrian
1599                                                                                       Piet Mondrian
1600                                                                                       Piet Mondrian
1601                                                                                       Piet Mondrian
1602                                                                                       Piet Mondrian
1603                                                                                       Piet Mondrian
1604                                                                                       Piet Mondrian
1605                                                                                       Piet Mondrian
1606                                                                                       Piet Mondrian
1607                                                                                       Piet Mondrian
1608                                                                                       Piet Mondrian
1609                                                                                       Pompeo Batoni
1610                                                                                       Pompeo Batoni
1611                                                                                  Quentin de la Tour
1612                                                                                  Quentin de la Tour
1613                                                                                  Quentin de la Tour
1614                                                                                  Quentin de la Tour
1615                                                                                  Quentin de la Tour
1616                                                                                       René Magritte
1617                                                                                       René Magritte
1618                                                                                       René Magritte
1619                                                                                       René Magritte
1620                                                                                       René Magritte
1621                                                                                       René Magritte
1622                                                                                       René Magritte
1623                                                                                  Richard Diebenkorn
1624                                                                                       Richard Estes
1625                                                                                       Richard Estes
1626                                                                                       Richard Estes
1627                                                                                       Richard Estes
1628                                                                                    Richard Hamilton
1629                                                                                    Richard Hamilton
1630                                                                                    Richard Hamilton
1631                                                                                    Richard Hamilton
1632                                                                                    Richard Hamilton
1633                                                                                    Richard Hamilton
1634                                                                                    Richard Hamilton
1635                                                                                    Richard Hamilton
1636                                                                                    Richard Hamilton
1637                                                                                    Richard Hamilton
1638                                                                                    Richard Hamilton
1639                                                                                     Robert Delaunay
1640                                                                                     Robert Delaunay
1641                                                                                     Robert Delaunay
1642                                                                                     Robert Delaunay
1643                                                                                     Robert Delaunay
1644                                                                                     Robert Delaunay
1645                                                                                     Robert Delaunay
1646                                                                                        Robert Frank
1647                                                                                        Robert Frank
1648                                                                                 Robert Mapplethorpe
1649                                                                                 Robert Mapplethorpe
1650                                                                                 Robert Mapplethorpe
1651                                                                                 Robert Rauschenberg
1652                                                                                 Robert Rauschenberg
1653                                                                                        Rosa Bonheur
1654                                                                                        Rosa Bonheur
1655                                                                                        Rosa Bonheur
1656                                                                                        Rosa Bonheur
1657                                                                                        Rosa Bonheur
1658                                                                                        Rosa Bonheur
1659                                                                                        Rosa Bonheur
1660                                                                                        Rosa Bonheur
1661                                                                                        Rosa Bonheur
1662                                                                                        Rosa Bonheur
1663                                                                                    Roy Lichtenstein
1664                                                                                    Roy Lichtenstein
1665                                                                                    Roy Lichtenstein
1666                                                                                    Roy Lichtenstein
1667                                                                                    Roy Lichtenstein
1668                                                                                    Roy Lichtenstein
1669                                                                                    Roy Lichtenstein
1670                                                                                    Roy Lichtenstein
1671                                                                                    Roy Lichtenstein
1672                                                                                    Roy Lichtenstein
1673                                                                                    Roy Lichtenstein
1674                                                                                       Salvador Dalí
1675                                                                                       Salvador Dalí
1676                                                                                       Salvador Dalí
1677                                                                                       Salvador Dalí
1678                                                                                       Salvador Dalí
1679                                                                                       Salvador Dalí
1680                                                                                       Salvador Dalí
1681                                                                                       Salvador Dalí
1682                                                                                       Salvador Dalí
1683                                                                                       Salvador Dalí
1684                                                                                       Salvador Dalí
1685                                                                                       Salvador Dalí
1686                                                                                       Salvador Dalí
1687                                                                                       Salvador Dalí
1688                                                                                         Sam Gilliam
1689                                                                          Samuel Finley Breese Morse
1690                                                                          Samuel Finley Breese Morse
1691                                                                          Samuel Finley Breese Morse
1692                                                                                         Sandro Chia
1693                                                                                    Shahzia Sikander
1694                                                                                    Shahzia Sikander
1695                                                                                    Shahzia Sikander
1696                                                                                      Sherrie Levine
1697                                                                                       Shirin Neshat
1698                                                                                       Shirin Neshat
1699                                                                                       Shirin Neshat
1700                                                                                             Shohaku
1701                                                                                 Sir Joshua Reynolds
1702                                                                                 Sir Joshua Reynolds
1703                                                                                 Sir Joshua Reynolds
1704                                                                                 Sir Joshua Reynolds
1705                                                                                 Sir Joshua Reynolds
1706                                                                                 Sir Joshua Reynolds
1707                                                                                 Sir Joshua Reynolds
1708                                                                                 Sir Joshua Reynolds
1709                                                                                 Sir Joshua Reynolds
1710                                                                                 Sir Joshua Reynolds
1711                                                                                         Song Su-Nam
1712                                                                                         Song Su-Nam
1713                                                                                    Stephanie Barron
1714                                                                                        Stuart Davis
1715                                                                                        Stuart Davis
1716                                                                                        Stuart Davis
1717                                                                                        Stuart Davis
1718                                                                                        Stuart Davis
1719                                                                                        Stuart Davis
1720                                                                                        Stuart Davis
1721                                                                                        Stuart Davis
1722                                                                                        Stuart Davis
1723                                                                                        Stuart Davis
1724                                                                                        Stuart Davis
1725                                                                                        Stuart Davis
1726                                                                                        Stuart Davis
1727                                                                                    Susan Rothenberg
1728                                                                                    Susan Rothenberg
1729                                                                                    Susan Rothenberg
1730                                                                                     Suzuki Harunobu
1731                                                                                     Suzuki Harunobu
1732                                                                                     Suzuki Harunobu
1733                                                                                     Suzuki Harunobu
1734                                                                                     Suzuki Harunobu
1735                                                                                     Suzuki Harunobu
1736                                                                                     Suzuki Harunobu
1737                                                                                     Suzuki Harunobu
1738                                                                                     Suzuki Harunobu
1739                                                                                     Suzuki Harunobu
1740                                                                                     Suzuki Harunobu
1741                                                                                     Suzuki Harunobu
1742                                                                                     Suzuki Harunobu
1743                                                                                     Suzuki Harunobu
1744                                                                              Sylvia Plimack Mangold
1745                                                                              Sylvia Plimack Mangold
1746                                                                                    Takahashi Yuichi
1747                                                                                    Takahashi Yuichi
1748                                                                                    Takahashi Yuichi
1749                                                                                    Takahashi Yuichi
1750                                                                                    Takahashi Yuichi
1751                                                                                    Takahashi Yuichi
1752                                                                                 Théodore Chassériau
1753                                                                                 Théodore Chassériau
1754                                                                                  Théodore Géricault
1755                                                                                  Théodore Géricault
1756                                                                                  Théodore Géricault
1757                                                                                  Théodore Géricault
1758                                                                                  Théodore Géricault
1759                                                                                  Théodore Géricault
1760                                                                                  Théodore Géricault
1761                                                                                  Théodore Géricault
1762                                                                                  Théodore Géricault
1763                                                                                  Théodore Géricault
1764                                                                                  Théodore Géricault
1765                                                                                  Théodore Géricault
1766                                                                                  Théodore Géricault
1767                                                                                       Thomas Benton
1768                                                                                         Thomas Cole
1769                                                                                         Thomas Cole
1770                                                                                         Thomas Cole
1771                                                                                         Thomas Cole
1772                                                                                         Thomas Cole
1773                                                                                         Thomas Cole
1774                                                                                         Thomas Cole
1775                                                                                         Thomas Cole
1776                                                                                         Thomas Cole
1777                                                                                         Thomas Cole
1778                                                                                      Thomas Couture
1779                                                                                      Thomas Couture
1780                                                                                      Thomas Couture
1781                                                                                      Thomas Couture
1782                                                                                      Thomas Doughty
1783                                                                                       Thomas Eakins
1784                                                                                       Thomas Eakins
1785                                                                                       Thomas Eakins
1786                                                                                       Thomas Eakins
1787                                                                                       Thomas Eakins
1788                                                                                       Thomas Eakins
1789                                                                                       Thomas Eakins
1790                                                                                       Thomas Eakins
1791                                                                                       Thomas Eakins
1792                                                                                       Thomas Eakins
1793                                                                                       Thomas Eakins
1794                                                                                       Thomas Eakins
1795                                                                                       Thomas Eakins
1796                                                                                 Thomas Gainsborough
1797                                                                                 Thomas Gainsborough
1798                                                                                 Thomas Gainsborough
1799                                                                                 Thomas Gainsborough
1800                                                                                 Thomas Gainsborough
1801                                                                                 Thomas Gainsborough
1802                                                                                 Thomas Gainsborough
1803                                                                                 Thomas Gainsborough
1804                                                                                 Thomas Gainsborough
1805                                                                                 Thomas Gainsborough
1806                                                                                 Thomas Gainsborough
1807                                                                                 Thomas Gainsborough
1808                                                                                 Thomas Gainsborough
1809                                                                                 Thomas Gainsborough
1810                                                                                 Thomas Gainsborough
1811                                                                                 Thomas Gainsborough
1812                                                                                  Thomas Hart Benton
1813                                                                                  Thomas Hart Benton
1814                                                                                  Thomas Hart Benton
1815                                                                                  Thomas Hart Benton
1816                                                                                  Thomas Hart Benton
1817                                                                                  Thomas Hart Benton
1818                                                                                  Timothy O'Sullivan
1819                                                                                  Timothy O'Sullivan
1820                                                                                  Timothy O'Sullivan
1821                                                                                  Timothy O'Sullivan
1822                                                                                  Timothy O'Sullivan
1823                                                                                  Timothy O'Sullivan
1824                                                                                         Tom Thomson
1825                                                                               Tonita Peña (Quah Ah)
1826                                                                               Tonita Peña (Quah Ah)
1827                                                                                      Torii Kiyonaga
1828                                                                                      Torii Kiyonaga
1829                                                                                      Torii Kiyonaga
1830                                                                                      Torii Kiyonaga
1831                                                                                    Toshusai Sharaku
1832                                                                                         Trigo Piula
1833                                                                                         Trigo Piula
1834                                                                                         Trigo Piula
1835                                                                                         Trigo Piula
1836                                                                                         Trigo Piula
1837                                                                                     Victor Vasarely
1838                                                                                     Victor Vasarely
1839                                                                                    Vincent Van Gogh
1840                                                                                    Vincent Van Gogh
1841                                                                                    Vincent Van Gogh
1842                                                                                    Vincent Van Gogh
1843                                                                                    Vincent Van Gogh
1844                                                                                    Vincent Van Gogh
1845                                                                                    Vincent Van Gogh
1846                                                                                    Vincent Van Gogh
1847                                                                                    Vincent Van Gogh
1848                                                                                    Vincent Van Gogh
1849                                                                                    Vincent Van Gogh
1850                                                                                    Vincent Van Gogh
1851                                                                                    Vincent Van Gogh
1852                                                                                    Vincent Van Gogh
1853                                                                                    Vincent Van Gogh
1854                                                                                        Walker Evans
1855                                                                                   Wassily Kandinsky
1856                                                                                   Wassily Kandinsky
1857                                                                                   Wassily Kandinsky
1858                                                                                   Wassily Kandinsky
1859                                                                                   Wassily Kandinsky
1860                                                                                   Wassily Kandinsky
1861                                                                                   Wassily Kandinsky
1862                                                                                   Wassily Kandinsky
1863                                                                                   Wassily Kandinsky
1864                                                                                   Wassily Kandinsky
1865                                                                                   Wassily Kandinsky
1866                                                                                   Wassily Kandinsky
1867                                                                                   Wassily Kandinsky
1868                                                                                   Wassily Kandinsky
1869                                                                                         Wifredo Lam
1870                                                                                         Wifredo Lam
1871                                                                                       Wilhelm Leibl
1872                                                                                       Wilhelm Leibl
1873                                                                                       Wilhelm Leibl
1874                                                                                       Wilhelm Leibl
1875                                                                                       Wilhelm Leibl
1876                                                                                       Wilhelm Leibl
1877                                                                                       Wilhelm Leibl
1878                                                                                       Wilhelm Leibl
1879                                                                                       Wilhelm Leibl
1880                                                                                   Willem de Kooning
1881                                                                                   Willem de Kooning
1882                                                                                   Willem de Kooning
1883                                                                                   Willem de Kooning
1884                                                                                   Willem de Kooning
1885                                                                                   Willem de Kooning
1886                                                                                   Willem de Kooning
1887                                                                                   Willem de Kooning
1888                                                                                   Willem de Kooning
1889                                                                                   Willem de Kooning
1890                                                                                   Willem de Kooning
1891                                                                                       William Blake
1892                                                                                       William Blake
1893                                                                                       William Blake
1894                                                                                       William Blake
1895                                                                                       William Blake
1896                                                                                       William Blake
1897                                                                                       William Blake
1898                                                                                       William Blake
1899                                                                                       William Blake
1900                                                                                       William Blake
1901                                                                                       William Blake
1902                                                                                       William Blake
1903                                                                                       William Blake
1904                                                                            William Henry Fox Talbot
1905                                                                            William Henry Fox Talbot
1906                                                                                     William Hogarth
1907                                                                                     William Hogarth
1908                                                                                     William Hogarth
1909                                                                                     William Hogarth
1910                                                                                      William Hunter
1911                                                                                      William Hunter
1912                                                                                      William Morris
1913                                                                                      William Ronald
1914                                                                                       Winslow Homer
1915                                                                                       Winslow Homer
1916                                                                                       Winslow Homer
1917                                                                                       Winslow Homer
1918                                                                                       Winslow Homer
1919                                                                                       Winslow Homer
1920                                                                                       Winslow Homer
1921                                                                                       Winslow Homer
1922                                                                                       Winslow Homer
1923                                                                                       Winslow Homer
1924                                                                                       Winslow Homer
1925                                                                                       Winslow Homer
1926                                                                                       Winslow Homer
1927                                                                                        Wu Guanzhong
1928                                                                                        Wu Guanzhong
1929                                                                                        Yayoi Kusama
1930                                                                                        Yayoi Kusama
1931                                                                                        Yi Chae-Gwan
1932                                                                                     Yokoyama Taikan
1933                                                                                     Yokoyama Taikan
1934                                                                                     Yokoyama Taikan
1935                                                                                          Yosa Buson
1936                                                                                          Yosa Buson
1937                                                                                          Yosa Buson
1938                                                                                          Yosa Buson
1939                                                                                          Yosa Buson
1940                                                                                          Yosa Buson
1941                                                                                          Yosa Buson
1942                                                                                      Zhang Xiaogang
1943                                                                                      Zhang Xiaogang
1944                                                                                         A. R. Penck
1945                                                                                         A. R. Penck
1946                                                                                       Aaron Siskind
1947                                                                                       Aaron Siskind
1948                                                                                       Aaron Siskind
1949                                                                                       Aaron Siskind
1950                                                                                     Adolph Gottlieb
1951                                                                                     Adolph Gottlieb
1952                                                                          Adolphe William Bouguereau
1953                                                                          Adolphe William Bouguereau
1954                                                                                    Albert Bierstadt
1955                                                                                Albert Pinkham Ryder
1956                                                                                Albert Pinkham Ryder
1957                                                                               Albert Renger-Patzsch
1958                                                                               Albert Renger-Patzsch
1959                                                                               Albert Renger-Patzsch
1960                                                                               Albert Renger-Patzsch
1961                                                                                    Alexander Cozens
1962                                                                                    Alexander Cozens
1963                                                                                    Alexander Cozens
1964                                                                                    Alexander Cozens
1965                                                                                    Alexander Cozens
1966                                                                                   Alexander Gardner
1967                                                                                   Alexander Gardner
1968                                                                                   Alexander Gardner
1969                                                                                   Alexander Gardner
1970                                                                                 Alexander Rodchenko
1971                                                                                 Alexander Rodchenko
1972                                                                                    Alfred Stieglitz
1973                                                                                    Alfred Stieglitz
1974                                                                                    Alfred Stieglitz
1975                                                                                    Alfred Stieglitz
1976                                                                                    Alfred Stieglitz
1977                                                                                    Alfred Stieglitz
1978                                                                                      Ando Hiroshige
1979                                                                                      Ando Hiroshige
1980                                                                                        André Derain
1981                                                                                        André Derain
1982                                                                                       André Kertész
1983                                                                                       André Kertész
1984                                                                                       André Kertész
1985                                                                                       André Kertész
1986                                                                                        André Masson
1987                                                                                         Andy Warhol
1988                                                                                         Andy Warhol
1989                                                                                         Andy Warhol
1990                                                                                         Andy Warhol
1991                                                                                         Andy Warhol
1992                                                                                  Angelica Kauffmann
1993                                                                                  Angelica Kauffmann
1994                                                                                  Angelica Kauffmann
1995                                                                                  Angelica Kauffmann
1996                                                                                  Angelica Kauffmann
1997                                                                          Anne Louis Girodet Trioson
1998                                                                          Anne Louis Girodet Trioson
1999                                                                          Anne Louis Girodet Trioson
2000                                                                          Anne Louis Girodet Trioson
2001                                                                                     Annette Lemieux
2002                                                                                     Annette Lemieux
2003                                                                                         Ansel Adams
2004                                                                                         Ansel Adams
2005                                                                                         Ansel Adams
2006                                                                                         Ansel Adams
2007                                                                                       Anselm Kiefer
2008                                                                                       Anselm Kiefer
2009                                                                                       Anselm Kiefer
2010                                                                                       Anselm Kiefer
2011                                                                                       Anselm Kiefer
2012                                                                                       Anselm Kiefer
2013                                                                                   Antoine Jean Gros
2014                                                                                   Antoine Jean Gros
2015                                                                                   Antoine Jean Gros
2016                                                                                   Antoine Jean Gros
2017                                                                                   Antoine Jean Gros
2018                                                                                   Antoine Jean Gros
2019                                                                                   Antoine Jean Gros
2020                                                                                   Antoine Jean Gros
2021                                                                                   Antoine Jean Gros
2022                                                                                 Anton Raphael Mengs
2023                                                                                 Anton Raphael Mengs
2024                                                                                   Antonio Sant'Elia
2025                                                                                       Arshile Gorky
2026                                                                                       Arshile Gorky
2027                                                                                       Arshile Gorky
2028                                                                                       Arshile Gorky
2029                                                                                       Arshile Gorky
2030                                                                                       Arshile Gorky
2031                                                                                       Arshile Gorky
2032                                                                                         Arthur Dove
2033                                                                                         Arthur Dove
2034                                                                                         Arthur Dove
2035                                                                                         Arthur Dove
2036                                                                                         Arthur Dove
2037                                                                                    Aubrey Beardsley
2038                                                                                    Aubrey Beardsley
2039                                                                                    Aubrey Beardsley
2040                                                                                    Aubrey Beardsley
2041                                                                                    Aubrey Beardsley
2042                                                                                    Aubrey Beardsley
2043                                                                                    Aubrey Beardsley
2044                                                                                    Aubrey Beardsley
2045                                                                                        Audrey Flack
2046                                                                                        Audrey Flack
2047                                                                                        Audrey Flack
2048                                                                                        Audrey Flack
2049                                                                                       August Sander
2050                                                                                       August Sander
2051                                                                                       August Sander
2052                                                                                       August Sander
2053                                                                                      Auguste Renoir
2054                                                                                      Auguste Renoir
2055                                                                                      Auguste Renoir
2056                                                                                      Auguste Renoir
2057                                                                                      Auguste Renoir
2058                                                                                      Auguste Renoir
2059                                                                                      Auguste Renoir
2060                                                                                      Auguste Renoir
2061                                                                                      Auguste Renoir
2062                                                                                 Augustus Washington
2063                                                                                 Augustus Washington
2064                                                                                      Barbara Kruger
2065                                                                                      Barbara Kruger
2066                                                                                      Barbara Kruger
2067                                                                                      Barbara Kruger
2068                                                                                      Barnett Newman
2069                                                                                       Ben Nicholson
2070                                                                                       Ben Nicholson
2071                                                                                       Ben Nicholson
2072                                                                                       Benjamin West
2073                                                                                       Benjamin West
2074                                                                                       Benjamin West
2075                                                                                       Benjamin West
2076                                                                                       Benjamin West
2077                                                                                       Benjamin West
2078                                                                                       Benjamin West
2079                                                                                       Benjamin West
2080                                                                                       Benjamin West
2081                                                                                     Berenice Abbott
2082                                                                                     Berenice Abbott
2083                                                                                     Berenice Abbott
2084                                                                                     Berenice Abbott
2085                                                                                      Berthe Morisot
2086                                                                                      Berthe Morisot
2087                                                                                      Berthe Morisot
2088                                                                                      Berthe Morisot
2089                                                                                      Berthe Morisot
2090                                                                                      Berthe Morisot
2091                                                                                         Bill Brandt
2092                                                                                         Bill Brandt
2093                                                                                         Bill Brandt
2094                                                                                             Brassaï
2095                                                                                             Brassaï
2096                                                                                             Brassaï
2097                                                                                             Brassaï
2098                                                                                    Camille Pissarro
2099                                                                                    Camille Pissarro
2100                                                                                    Camille Pissarro
2101                                                                                    Camille Pissarro
2102                                                                                    Carleton Watkins
2103                                                                                    Carleton Watkins
2104                                                                              Caspar David Friedrich
2105                                                                              Caspar David Friedrich
2106                                                                              Caspar David Friedrich
2107                                                                              Caspar David Friedrich
2108                                                                              Caspar David Friedrich
2109                                                                              Caspar David Friedrich
2110                                                                              Caspar David Friedrich
2111                                                                              Caspar David Friedrich
2112                                                                              Caspar David Friedrich
2113                                                                                       Chaïm Soutine
2114                                                                                       Chaïm Soutine
2115                                                                                       Chaïm Soutine
2116                                                                                       Chaïm Soutine
2117                                                                                      Charles Demuth
2118                                                                                      Charles Demuth
2119                                                                                      Charles Demuth
2120                                                                                      Charles Demuth
2121                                                                                      Charles Demuth
2122                                                                                      Charles Demuth
2123                                                                                      Charles Demuth
2124                                                                                      Charles Demuth
2125                                                                                      Charles Demuth
2126                                                                                       Cindy Sherman
2127                                                                                       Cindy Sherman
2128                                                                                       Cindy Sherman
2129                                                                                       Cindy Sherman
2130                                                                                        Claude Monet
2131                                                                                        Claude Monet
2132                                                                                        Claude Monet
2133                                                                                        Claude Monet
2134                                                                                        Claude Monet
2135                                                                                        Claude Monet
2136                                                                                        Claude Monet
2137                                                                                        Claude Monet
2138                                                                                        Claude Monet
2139                                                                              Dante Gabriel Rossetti
2140                                                                              Dante Gabriel Rossetti
2141                                                                              Dante Gabriel Rossetti
2142                                                                              Dante Gabriel Rossetti
2143                                                                              Dante Gabriel Rossetti
2144                                                                              Dante Gabriel Rossetti
2145                                                                              Dante Gabriel Rossetti
2146                                                                              Dante Gabriel Rossetti
2147                                                                                       David Hockney
2148                                                                                       David Hockney
2149                                                                                       David Hockney
2150                                                                                       David Hockney
2151                                                                                         David Salle
2152                                                                                   David Wojnarowicz
2153                                                                                   David Wojnarowicz
2154                                                                                        Diego Rivera
2155                                                                                        Diego Rivera
2156                                                                                            Don Eddy
2157                                                                                            Don Eddy
2158                                                                                            Don Eddy
2159                                                                                            Don Eddy
2160                                                                                      Dorothea Lange
2161                                                                                      Dorothea Lange
2162                                                                                      Dorothea Lange
2163                                                                                      Dorothea Lange
2164                                                                                      Dorothea Lange
2165                                                                                      Dorothea Lange
2166                                                                                  Eadweard Muybridge
2167                                                                                  Eadweard Muybridge
2168                                                                                  Eadweard Muybridge
2169                                                                                  Eadweard Muybridge
2170                                                                                  Eadweard Muybridge
2171                                                                                  Eadweard Muybridge
2172                                                                                           Ed Ruscha
2173                                                                                         Edgar Degas
2174                                                                                         Edgar Degas
2175                                                                                         Edgar Degas
2176                                                                                         Edgar Degas
2177                                                                                         Edgar Degas
2178                                                                                         Edgar Degas
2179                                                                                         Edgar Degas
2180                                                                                         Edgar Degas
2181                                                                                         Edgar Degas
2182                                                                                       Édouard Manet
2183                                                                                       Édouard Manet
2184                                                                                       Édouard Manet
2185                                                                                       Édouard Manet
2186                                                                                       Édouard Manet
2187                                                                                       Édouard Manet
2188                                                                                       Édouard Manet
2189                                                                                       Édouard Manet
2190                                                                                       Édouard Manet
2191                                                                                    Édouard Vuillard
2192                                                                                    Édouard Vuillard
2193                                                                                    Édouard Vuillard
2194                                                                                    Édouard Vuillard
2195                                                                                    Édouard Vuillard
2196                                                                                    Édouard Vuillard
2197                                                                                    Édouard Vuillard
2198                                                                                    Édouard Vuillard
2199                                                                                        Edvard Munch
2200                                                                                        Edvard Munch
2201                                                                                        Edvard Munch
2202                                                                                        Edvard Munch
2203                                                                                        Edvard Munch
2204                                                                                        Edvard Munch
2205                                                                                        Edvard Munch
2206                                                                                        Edvard Munch
2207                                                                                        Edvard Munch
2208                                                                                  Edward Burne-Jones
2209                                                                                  Edward Burne-Jones
2210                                                                                  Edward Burne-Jones
2211                                                                                       Edward Hopper
2212                                                                                       Edward Hopper
2213                                                                                       Edward Hopper
2214                                                                                       Edward Hopper
2215                                                                                       Edward Hopper
2216                                                                                       Edward Hopper
2217                                                                                       Edward Hopper
2218                                                                                     Edward Steichen
2219                                                                                     Edward Steichen
2220                                                                                     Edward Steichen
2221                                                                                     Edward Steichen
2222                                                                                     Edward Steichen
2223                                                                                     Edward Steichen
2224                                                                                       Edward Weston
2225                                                                                       Edward Weston
2226                                                                                       Edward Weston
2227                                                                                       Edward Weston
2228                                                                                       Edward Weston
2229                                                                                       Edward Weston
2230                                                                                        Egon Schiele
2231                                                                                        Egon Schiele
2232                                                                       Élisabeth Louise Vigée-Lebrun
2233                                                                                    Elizabeth Murray
2234                                                                                    Elizabeth Murray
2235                                                                                    Elizabeth Murray
2236                                                                                    Elizabeth Murray
2237                                                                                    Elizabeth Murray
2238                                                                                     Ellsworth Kelly
2239                                                                                     Ellsworth Kelly
2240                                                                                     Ellsworth Kelly
2241                                                                                     Ellsworth Kelly
2242                                                                                     Ellsworth Kelly
2243                                                                                          Emil Nolde
2244                                                                                          Emil Nolde
2245                                                                                          Emil Nolde
2246                                                                                          Emil Nolde
2247                                                                                          Emil Nolde
2248                                                                                          Emil Nolde
2249                                                                                          Emil Nolde
2250                                                                                          Emil Nolde
2251                                                                                          Emil Nolde
2252                                                                                        Erich Heckel
2253                                                                                        Erich Heckel
2254                                                                                        Erich Heckel
2255                                                                                        Erich Heckel
2256                                                                               Ernst Ludwig Kirchner
2257                                                                               Ernst Ludwig Kirchner
2258                                                                               Ernst Ludwig Kirchner
2259                                                                               Ernst Ludwig Kirchner
2260                                                                               Ernst Ludwig Kirchner
2261                                                                               Ernst Ludwig Kirchner
2262                                                                               Ernst Ludwig Kirchner
2263                                                                               Ernst Ludwig Kirchner
2264                                                                               Ernst Ludwig Kirchner
2265                                                                                 Étienne-Jules Marey
2266                                                                                 Étienne-Jules Marey
2267                                                                                 Étienne-Jules Marey
2268                                                                                 Étienne-Jules Marey
2269                                                                                 Étienne-Jules Marey
2270                                                                                 Étienne-Jules Marey
2271                                                                                        Eugène Atget
2272                                                                                        Eugène Atget
2273                                                                                        Eugène Atget
2274                                                                                        Eugène Atget
2275                                                                                        Eugène Atget
2276                                                                                    Eugène Delacroix
2277                                                                                    Eugène Delacroix
2278                                                                                    Eugène Delacroix
2279                                                                                    Eugène Delacroix
2280                                                                                    Eugène Delacroix
2281                                                                                    Eugène Delacroix
2282                                                                                    Eugène Delacroix
2283                                                                                    Eugène Delacroix
2284                                                                                    Eugène Delacroix
2285                                                                                       Fernand Léger
2286                                                                                       Fernand Léger
2287                                                                                       Fernand Léger
2288                                                                                       Fernand Léger
2289                                                                                       Fernand Léger
2290                                                                                       Fernand Léger
2291                                                                                       Fernand Léger
2292                                                                                       Fernand Léger
2293                                                                                       Fernand Léger
2294                                                                                    Ford Madox Brown
2295                                                                                    Ford Madox Brown
2296                                                                                    Ford Madox Brown
2297                                                                                    Ford Madox Brown
2298                                                                                    Ford Madox Brown
2299                                                                                    Ford Madox Brown
2300                                                                                    Ford Madox Brown
2301                                                                                  Francesco Clemente
2302                                                                                  Francesco Clemente
2303                                                                                  Francesco Clemente
2304                                                                                  Francesco Clemente
2305                                                                                       Francis Bacon
2306                                                                                       Francis Bacon
2307                                                                                       Francis Bacon
2308                                                                                       Francis Bacon
2309                                                                                       Francis Bacon
2310                                                                                       Francis Bacon
2311                                                                                       Francis Bacon
2312                                                                                      Francisco Goya
2313                                                                                      Francisco Goya
2314                                                                                      Francisco Goya
2315                                                                                      Francisco Goya
2316                                                                                      Francisco Goya
2317                                                                                      Francisco Goya
2318                                                                                      Francisco Goya
2319                                                                                      Francisco Goya
2320                                                                                      Francisco Goya
2321                                                                              François Xavier Vispré
2322                                                                                        Frank Stella
2323                                                                                        Frank Stella
2324                                                                                        Frank Stella
2325                                                                                        Frank Stella
2326                                                                                        Frank Stella
2327                                                                                        Frank Stella
2328                                                                                        Frank Stella
2329                                                                                     Frantisek Kupka
2330                                                                                          Franz Marc
2331                                                                                          Franz Marc
2332                                                                                          Franz Marc
2333                                                                                          Franz Marc
2334                                                                               Frederic Edwin Church
2335                                                                                         Frida Kahlo
2336                                                                                         Frida Kahlo
2337                                                                                         Frida Kahlo
2338                                                                                         Frida Kahlo
2339                                                                                  Friedrich Overbeck
2340                                                                                  Friedrich Overbeck
2341                                                                                      Gavin Hamilton
2342                                                                                      Gavin Hamilton
2343                                                                                      George Bellows
2344                                                                                      George Bellows
2345                                                                                      George Bellows
2346                                                                                      George Bellows
2347                                                                                      George Bellows
2348                                                                                George Caleb Bingham
2349                                                                                George Caleb Bingham
2350                                                                                George Caleb Bingham
2351                                                                                George Caleb Bingham
2352                                                                                George Caleb Bingham
2353                                                                                George Caleb Bingham
2354                                                                                George Caleb Bingham
2355                                                                                        George Grosz
2356                                                                                        George Grosz
2357                                                                                        George Grosz
2358                                                                                        George Grosz
2359                                                                                        George Grosz
2360                                                                                        George Grosz
2361                                                                                        George Grosz
2362                                                                                        George Grosz
2363                                                                                        George Grosz
2364                                                                                       George Inness
2365                                                                                       George Inness
2366                                                                                       George Inness
2367                                                                                       George Stubbs
2368                                                                                       George Stubbs
2369                                                                                       George Stubbs
2370                                                                                       George Stubbs
2371                                                                                       George Stubbs
2372                                                                                       George Stubbs
2373                                                                                       George Stubbs
2374                                                                                       George Stubbs
2375                                                                                       George Stubbs
2376                                                                                      Georges Braque
2377                                                                                      Georges Braque
2378                                                                                      Georges Braque
2379                                                                                      Georges Braque
2380                                                                                      Georges Braque
2381                                                                                      Georges Braque
2382                                                                                      Georges Braque
2383                                                                                      Georges Braque
2384                                                                                      Georges Braque
2385                                                                                     Georges Rouault
2386                                                                                     Georges Rouault
2387                                                                                     Georges Rouault
2388                                                                                     Georges Rouault
2389                                                                                     Georges Rouault
2390                                                                                     Georges Rouault
2391                                                                                     Georges Rouault
2392                                                                                      Georges Seurat
2393                                                                                      Georges Seurat
2394                                                                                      Georges Seurat
2395                                                                                      Georges Seurat
2396                                                                                      Georges Seurat
2397                                                                                      Georges Seurat
2398                                                                                      Georges Seurat
2399                                                                                      Georges Seurat
2400                                                                                      Georges Seurat
2401                                                                                    Georgia O'Keeffe
2402                                                                                    Georgia O'Keeffe
2403                                                                                    Georgia O'Keeffe
2404                                                                                    Georgia O'Keeffe
2405                                                                                    Georgia O'Keeffe
2406                                                                                    Georgia O'Keeffe
2407                                                                                   Gertrude Käsebier
2408                                                                                   Gertrude Käsebier
2409                                                                                   Gertrude Käsebier
2410                                                                                   Gertrude Käsebier
2411                                                                                   Gertrude Käsebier
2412                                                                                   Gertrude Käsebier
2413                                                                                  Giorgio de Chirico
2414                                                                                  Giorgio de Chirico
2415                                                                                  Giorgio de Chirico
2416                                                                                  Giorgio de Chirico
2417                                                                                  Giorgio de Chirico
2418                                                                                  Giorgio de Chirico
2419                                                                                  Giorgio de Chirico
2420                                                                                  Giorgio de Chirico
2421                                                                                  Giorgio de Chirico
2422                                                                          Giovanni Battista Piranesi
2423                                                                          Giovanni Battista Piranesi
2424                                                                                          Grandville
2425                                                                                          Grant Wood
2426                                                                                          Grant Wood
2427                                                                                        Gustav Klimt
2428                                                                                        Gustav Klimt
2429                                                                                        Gustav Klimt
2430                                                                                        Gustav Klimt
2431                                                                                        Gustav Klimt
2432                                                                                        Gustav Klimt
2433                                                                                     Gustave Courbet
2434                                                                                     Gustave Courbet
2435                                                                                     Gustave Courbet
2436                                                                                     Gustave Courbet
2437                                                                                     Gustave Courbet
2438                                                                                     Gustave Courbet
2439                                                                                     Gustave Courbet
2440                                                                                     Gustave Courbet
2441                                                                                     Gustave Courbet
2442                                                                                     Gustave Le Gray
2443                                                                                     Gustave Le Gray
2444                                                                                      Gustave Moreau
2445                                                                                      Gustave Moreau
2446                                                                                      Gustave Moreau
2447                                                                                      Gustave Moreau
2448                                                                                      Gustave Moreau
2449                                                                                      Gustave Moreau
2450                                                                                      Gustave Moreau
2451                                                                                      Gustave Moreau
2452                                                                                         Hannah Höch
2453                                                                                         Hannah Höch
2454                                                                                 Helen Frankenthaler
2455                                                                                 Helen Frankenthaler
2456                                                                                 Helen Frankenthaler
2457                                                                                 Helen Frankenthaler
2458                                                                                 Helen Frankenthaler
2459                                                                                 Helen Frankenthaler
2460                                                                               Henri Cartier-Bresson
2461                                                                               Henri Cartier-Bresson
2462                                                                               Henri Cartier-Bresson
2463                                                                               Henri Cartier-Bresson
2464                                                                               Henri Cartier-Bresson
2465                                                                               Henri Cartier-Bresson
2466                                                                           Henri de Toulouse-Lautrec
2467                                                                           Henri de Toulouse-Lautrec
2468                                                                           Henri de Toulouse-Lautrec
2469                                                                           Henri de Toulouse-Lautrec
2470                                                                           Henri de Toulouse-Lautrec
2471                                                                           Henri de Toulouse-Lautrec
2472                                                                           Henri de Toulouse-Lautrec
2473                                                                           Henri de Toulouse-Lautrec
2474                                                                           Henri de Toulouse-Lautrec
2475                                                                                      Henri Lartigue
2476                                                                                       Henri Matisse
2477                                                                                       Henri Matisse
2478                                                                                       Henri Matisse
2479                                                                                       Henri Matisse
2480                                                                                       Henri Matisse
2481                                                                                       Henri Matisse
2482                                                                                       Henri Matisse
2483                                                                                       Henri Matisse
2484                                                                                       Henri Matisse
2485                                                                                      Henri Rousseau
2486                                                                                      Henri Rousseau
2487                                                                                      Henri Rousseau
2488                                                                                      Henri Rousseau
2489                                                                                      Henri Rousseau
2490                                                                                      Henri Rousseau
2491                                                                                      Henri Rousseau
2492                                                                                      Henri Rousseau
2493                                                                                      Henri Rousseau
2494                                                                                        Henry Fuseli
2495                                                                                        Henry Fuseli
2496                                                                                        Henry Fuseli
2497                                                                                        Henry Fuseli
2498                                                                                        Henry Fuseli
2499                                                                                        Henry Fuseli
2500                                                                                        Henry Fuseli
2501                                                                                        Henry Fuseli
2502                                                                                        Henry Fuseli
2503                                                                                 Henry Ossawa Tanner
2504                                                                                 Henry Ossawa Tanner
2505                                                                                 Henry Ossawa Tanner
2506                                                                                 Henry Ossawa Tanner
2507                                                                                 Henry Ossawa Tanner
2508                                                                                 Henry Ossawa Tanner
2509                                                                                Henry Peach Robinson
2510                                                                                Henry Peach Robinson
2511                                                                                Henry Peach Robinson
2512                                                                                Henry Peach Robinson
2513                                                                                       Herbert Bayer
2514                                                                                       Herbert Bayer
2515                                                                                       Herbert Bayer
2516                                                                                       Herbert Bayer
2517                                                                                      Honoré Daumier
2518                                                                                      Honoré Daumier
2519                                                                                      Honoré Daumier
2520                                                                                      Honoré Daumier
2521                                                                                      Honoré Daumier
2522                                                                                      Honoré Daumier
2523                                                                                      Honoré Daumier
2524                                                                                      Honoré Daumier
2525                                                                                      Honoré Daumier
2526                                                                                     Jackson Pollock
2527                                                                                     Jackson Pollock
2528                                                                                     Jackson Pollock
2529                                                                                     Jackson Pollock
2530                                                                                     Jackson Pollock
2531                                                                                     Jackson Pollock
2532                                                                                     Jackson Pollock
2533                                                                                     Jackson Pollock
2534                                                                                     Jackson Pollock
2535                                                                                      Jacob Lawrence
2536                                                                                      Jacob Lawrence
2537                                                                                      Jacob Lawrence
2538                                                                                      Jacob Lawrence
2539                                                                                          Jacob Riis
2540                                                                                          Jacob Riis
2541                                                                                          Jacob Riis
2542                                                                                          Jacob Riis
2543                                                                                          Jacob Riis
2544                                                                                          Jacob Riis
2545                                                                                 Jacques-Louis David
2546                                                                                 Jacques-Louis David
2547                                                                                 Jacques-Louis David
2548                                                                                 Jacques-Louis David
2549                                                                                 Jacques-Louis David
2550                                                                                 Jacques-Louis David
2551                                                                                 Jacques-Louis David
2552                                                                                 Jacques-Louis David
2553                                                                                 Jacques-Louis David
2554                                                                       James Abbott McNeill Whistler
2555                                                                       James Abbott McNeill Whistler
2556                                                                       James Abbott McNeill Whistler
2557                                                                       James Abbott McNeill Whistler
2558                                                                       James Abbott McNeill Whistler
2559                                                                       James Abbott McNeill Whistler
2560                                                                       James Abbott McNeill Whistler
2561                                                                       James Abbott McNeill Whistler
2562                                                                       James Abbott McNeill Whistler
2563                                                                                         James Ensor
2564                                                                                         James Ensor
2565                                                                                         James Ensor
2566                                                                                         James Ensor
2567                                                                                         James Ensor
2568                                                                                         James Ensor
2569                                                                                         James Ensor
2570                                                                                         James Ensor
2571                                                                                         James Ensor
2572                                                                                   James Van Der Zee
2573                                                                                   James Van Der Zee
2574                                                                                   James Van Der Zee
2575                                                                                   James Van Der Zee
2576                                                                                        Jasper Johns
2577                                                                                        Jasper Johns
2578                                                                                        Jasper Johns
2579                                                                                        Jasper Johns
2580                                                                                        Jasper Johns
2581                                                                                        Jasper Johns
2582                                                                                        Jasper Johns
2583                                                                                        Jasper Johns
2584                                                                                     Jean (Hans) Arp
2585                                                                                     Jean (Hans) Arp
2586                                                                                     Jean (Hans) Arp
2587                                                                                     Jean (Hans) Arp
2588                                                                                     Jean (Hans) Arp
2589                                                                                     Jean (Hans) Arp
2590                                                                       Jean Auguste Dominique Ingres
2591                                                                       Jean Auguste Dominique Ingres
2592                                                                       Jean Auguste Dominique Ingres
2593                                                                       Jean Auguste Dominique Ingres
2594                                                                       Jean Auguste Dominique Ingres
2595                                                                       Jean Auguste Dominique Ingres
2596                                                                       Jean Auguste Dominique Ingres
2597                                                                       Jean Auguste Dominique Ingres
2598                                                                       Jean Auguste Dominique Ingres
2599                                                                         Jean Baptiste Camille Corot
2600                                                                         Jean Baptiste Camille Corot
2601                                                                         Jean Baptiste Camille Corot
2602                                                                         Jean Baptiste Camille Corot
2603                                                                         Jean Baptiste Camille Corot
2604                                                                         Jean Baptiste Camille Corot
2605                                                                         Jean Baptiste Camille Corot
2606                                                                         Jean Baptiste Camille Corot
2607                                                                         Jean Baptiste Camille Corot
2608                                                                                Jean Baptiste Greuze
2609                                                                                Jean Baptiste Greuze
2610                                                                                Jean Baptiste Greuze
2611                                                                                Jean Baptiste Greuze
2612                                                                                Jean Baptiste Greuze
2613                                                                                Jean Baptiste Greuze
2614                                                                                Jean Baptiste Greuze
2615                                                                                Jean Baptiste Greuze
2616                                                                                Jean Baptiste Greuze
2617                                                                                       Jean Dubuffet
2618                                                                                       Jean Dubuffet
2619                                                                                       Jean Dubuffet
2620                                                                                       Jean Dubuffet
2621                                                                                       Jean Dubuffet
2622                                                                                       Jean Dubuffet
2623                                                                                       Jean Dubuffet
2624                                                                                       Jean Tinguely
2625                                                                                Jean François Millet
2626                                                                                Jean François Millet
2627                                                                                Jean François Millet
2628                                                                                Jean François Millet
2629                                                                                Jean François Millet
2630                                                                                Jean François Millet
2631                                                                                Jean François Millet
2632                                                                                Jean François Millet
2633                                                                                Jean François Millet
2634                                                                                Jean-Michel Basquiat
2635                                                                                Jean-Michel Basquiat
2636                                                                                   Jennifer Bartlett
2637                                                                                   Jennifer Bartlett
2638                                                                                      Jerry Uelsmann
2639                                                                                      Jerry Uelsmann
2640                                                                                      Jerry Uelsmann
2641                                                                                      Jerry Uelsmann
2642                                                                                           Joan Miró
2643                                                                                           Joan Miró
2644                                                                                           Joan Miró
2645                                                                                           Joan Miró
2646                                                                                           Joan Miró
2647                                                                                           Joan Miró
2648                                                                                           Joan Miró
2649                                                                                           Joan Miró
2650                                                                                           Joan Miró
2651                                                                                      Joanne Leonard
2652                                                                                      Joanne Leonard
2653                                                                                      Joanne Leonard
2654                                                                                      Joanne Leonard
2655                                                                   Johann Heinrich Wilhelm Tischbein
2656                                                                                           John Cage
2657                                                                                      John Constable
2658                                                                                      John Constable
2659                                                                                      John Constable
2660                                                                                      John Constable
2661                                                                                      John Constable
2662                                                                                      John Constable
2663                                                                                      John Constable
2664                                                                                      John Constable
2665                                                                                      John Constable
2666                                                                                         John Cotman
2667                                                                                         John Cotman
2668                                                                                John Everett Millais
2669                                                                                John Everett Millais
2670                                                                                     John Heartfield
2671                                                                                     John Heartfield
2672                                                                                     John Heartfield
2673                                                                                     John Heartfield
2674                                                                                     John Heartfield
2675                                                                                     John Heartfield
2676                                                                                 John Singer Sargent
2677                                                                                 John Singer Sargent
2678                                                                               John Singleton Copley
2679                                                                               John Singleton Copley
2680                                                                               John Singleton Copley
2681                                                                               John Singleton Copley
2682                                                                               John Singleton Copley
2683                                                                               John Singleton Copley
2684                                                                               John Singleton Copley
2685                                                                                        John Thomson
2686                                                                                        John Thomson
2687                                                                                José Clemente Orozco
2688                                                                                José Clemente Orozco
2689                                                                                José Clemente Orozco
2690                                                                                José Clemente Orozco
2691                                                                                José Clemente Orozco
2692                                                                                José Clemente Orozco
2693                                                                                José Clemente Orozco
2694                                                                                        Josef Albers
2695                                                                                        Josef Albers
2696                                                                                         Josef Sudek
2697                                                                                         Josef Sudek
2698                                                                       Joseph Mallord William Turner
2699                                                                       Joseph Mallord William Turner
2700                                                                       Joseph Mallord William Turner
2701                                                                       Joseph Mallord William Turner
2702                                                                       Joseph Mallord William Turner
2703                                                                       Joseph Mallord William Turner
2704                                                                       Joseph Mallord William Turner
2705                                                                       Joseph Mallord William Turner
2706                                                                       Joseph Mallord William Turner
2707                                                                             Joseph Nicéphore Niépce
2708                                                                             Joseph Nicéphore Niépce
2709                                                                             Joseph Nicéphore Niépce
2710                                                                             Joseph Nicéphore Niépce
2711                                                                                       Joseph Stella
2712                                                                                       Joseph Stella
2713                                                                                       Joseph Stella
2714                                                                                       Joseph Stella
2715                                                                                       Joseph Stella
2716                                                                                       Joseph Stella
2717                                                                                       Joseph Stella
2718                                                                                       Joseph Stella
2719                                                                                       Joseph Stella
2720                                                                              Joseph Wright of Derby
2721                                                                              Joseph Wright of Derby
2722                                                                              Julia Margaret Cameron
2723                                                                              Julia Margaret Cameron
2724                                                                              Julia Margaret Cameron
2725                                                                              Julia Margaret Cameron
2726                                                                              Julia Margaret Cameron
2727                                                                              Julia Margaret Cameron
2728                                                                                     Julian Schnabel
2729                                                                                         Karel Appel
2730                                                                                         Karel Appel
2731                                                                                         Karel Appel
2732                                                                                      Käthe Kollwitz
2733                                                                                      Käthe Kollwitz
2734                                                                                      Käthe Kollwitz
2735                                                                                      Käthe Kollwitz
2736                                                                                      Käthe Kollwitz
2737                                                                                    Kay WalkingStick
2738                                                                                    Kay WalkingStick
2739                                                                                    Kazimir Malevich
2740                                                                                    Kazimir Malevich
2741                                                                                    Kazimir Malevich
2742                                                                                    Kazimir Malevich
2743                                                                                    Kazimir Malevich
2744                                                                                    Kazimir Malevich
2745                                                                                   Kenneth J. Butler
2746                                                                                   Kenneth J. Butler
2747                                                                                        Larry Rivers
2748                                                                                        Larry Rivers
2749                                                                                        Larry Rivers
2750                                                                         Larry Rivers' family member
2751                                                                                  László Moholy-Nagy
2752                                                                                  László Moholy-Nagy
2753                                                                                  László Moholy-Nagy
2754                                                                                  László Moholy-Nagy
2755                                                                                         Lee Krasner
2756                                                                                         Lee Krasner
2757                                                                                         Lee Krasner
2758                                                                                         Lee Krasner
2759                                                                                          Leon Bakst
2760                                                                                       Liubov Popova
2761                                                                                       Liubov Popova
2762                                                                                       Liubov Popova
2763                                                                                       Liubov Popova
2764                                                                                       Liubov Popova
2765                                                                                       Liubov Popova
2766                                                                                       Louis Lumière
2767                                                                                       Louis Lumière
2768                                                                                       Louis Lumière
2769                                                                                       Louis Lumière
2770                                                                        Louis-Jacques-Mandé Daguerre
2771                                                                        Louis-Jacques-Mandé Daguerre
2772                                                                        Louis-Jacques-Mandé Daguerre
2773                                                                        Louis-Jacques-Mandé Daguerre
2774                                                                                             Man Ray
2775                                                                                             Man Ray
2776                                                                                             Man Ray
2777                                                                                             Man Ray
2778                                                                                             Man Ray
2779                                                                                             Man Ray
2780                                                                                Manuel Álvarez Bravo
2781                                                                                Manuel Álvarez Bravo
2782                                                                                        Marc Chagall
2783                                                                                        Marc Chagall
2784                                                                                        Marc Chagall
2785                                                                                        Marc Chagall
2786                                                                                        Marc Chagall
2787                                                                                        Marc Chagall
2788                                                                                        Marc Chagall
2789                                                                                        Marc Chagall
2790                                                                                        Marc Chagall
2791                                                                                Marcantonio Raimondi
2792                                                                                      Marcel Duchamp
2793                                                                                      Marcel Duchamp
2794                                                                                      Marcel Duchamp
2795                                                                                      Marcel Duchamp
2796                                                                                      Marcel Duchamp
2797                                                                                      Marcel Duchamp
2798                                                                                      Marcel Duchamp
2799                                                                                      Marcel Duchamp
2800                                                                                      Marcel Duchamp
2801                                                                               Margaret Bourke-White
2802                                                                               Margaret Bourke-White
2803                                                                               Margaret Bourke-White
2804                                                                               Margaret Bourke-White
2805                                                                               Margaret Bourke-White
2806                                                                               Margaret Bourke-White
2807                                                                                         Mark Rothko
2808                                                                                         Mark Rothko
2809                                                                                         Mark Rothko
2810                                                                                         Mark Rothko
2811                                                                                         Mark Rothko
2812                                                                                         Mark Rothko
2813                                                                                         Mark Rothko
2814                                                                                         Mark Tansey
2815                                                                                         Mark Tansey
2816                                                                                          Mark Tobey
2817                                                                                          Mark Tobey
2818                                                                                          Mark Tobey
2819                                                                                     Marsden Hartley
2820                                                                                     Marsden Hartley
2821                                                                                     Marsden Hartley
2822                                                                                     Marsden Hartley
2823                                                                                     Marsden Hartley
2824                                                                                        Mary Cassatt
2825                                                                                        Mary Cassatt
2826                                                                                        Mary Cassatt
2827                                                                                        Mary Cassatt
2828                                                                                        Mary Cassatt
2829                                                                                        Mary Cassatt
2830                                                                                        Max Beckmann
2831                                                                                        Max Beckmann
2832                                                                                        Max Beckmann
2833                                                                                        Max Beckmann
2834                                                                                        Max Beckmann
2835                                                                                        Max Beckmann
2836                                                                                        Max Beckmann
2837                                                                                        Max Beckmann
2838                                                                                        Max Beckmann
2839                                                                                           Max Ernst
2840                                                                                           Max Ernst
2841                                                                                           Max Ernst
2842                                                                                           Max Ernst
2843                                                                                           Max Ernst
2844                                                                                           Max Ernst
2845                                                                                           Max Ernst
2846                                                                                           Max Ernst
2847                                                                                           Max Ernst
2848                                                                                         Max Klinger
2849                                                                                         Minor White
2850                                                                                         Minor White
2851                                                                                         Minor White
2852                                                                                         Minor White
2853                                                                                        Morris Louis
2854                                                                                        Morris Louis
2855                                                                                        Morris Louis
2856                                                                                        Morris Louis
2857                                                                                               Nadar
2858                                                                                               Nadar
2859                                                                                               Nadar
2860                                                                                               Nadar
2861                                                                                               Nadar
2862                                                                                               Nadar
2863                                                                                        Odilon Redon
2864                                                                                        Odilon Redon
2865                                                                                        Odilon Redon
2866                                                                                        Odilon Redon
2867                                                                                        Odilon Redon
2868                                                                                        Odilon Redon
2869                                                                                        Odilon Redon
2870                                                                                        Odilon Redon
2871                                                                             Oscar Gustave Rejlander
2872                                                                             Oscar Gustave Rejlander
2873                                                                             Oscar Gustave Rejlander
2874                                                                             Oscar Gustave Rejlander
2875                                                                                     Oskar Kokoschka
2876                                                                                     Oskar Kokoschka
2877                                                                                     Oskar Kokoschka
2878                                                                                     Oskar Kokoschka
2879                                                                                     Oskar Kokoschka
2880                                                                                     Oskar Kokoschka
2881                                                                                     Oskar Kokoschka
2882                                                                                     Oskar Kokoschka
2883                                                                                     Oskar Kokoschka
2884                                                                                            Otto Dix
2885                                                                                            Otto Dix
2886                                                                                       Pablo Picasso
2887                                                                                       Pablo Picasso
2888                                                                                       Pablo Picasso
2889                                                                                       Pablo Picasso
2890                                                                                       Pablo Picasso
2891                                                                                       Pablo Picasso
2892                                                                                       Pablo Picasso
2893                                                                                       Pablo Picasso
2894                                                                                       Pablo Picasso
2895                                                                                        Paul Cézanne
2896                                                                                        Paul Cézanne
2897                                                                                        Paul Cézanne
2898                                                                                        Paul Cézanne
2899                                                                                        Paul Cézanne
2900                                                                                        Paul Cézanne
2901                                                                                        Paul Cézanne
2902                                                                                        Paul Cézanne
2903                                                                                        Paul Cézanne
2904                                                                                        Paul Gauguin
2905                                                                                        Paul Gauguin
2906                                                                                        Paul Gauguin
2907                                                                                        Paul Gauguin
2908                                                                                        Paul Gauguin
2909                                                                                        Paul Gauguin
2910                                                                                        Paul Gauguin
2911                                                                                        Paul Gauguin
2912                                                                                        Paul Gauguin
2913                                                                                        Paul Jenkins
2914                                                                                        Paul Jenkins
2915                                                                                        Paul Jenkins
2916                                                                                        Paul Jenkins
2917                                                                                           Paul Klee
2918                                                                                           Paul Klee
2919                                                                                           Paul Klee
2920                                                                                           Paul Klee
2921                                                                                           Paul Klee
2922                                                                                           Paul Klee
2923                                                                                           Paul Klee
2924                                                                                           Paul Klee
2925                                                                                           Paul Klee
2926                                                                                         Paul Strand
2927                                                                                         Paul Strand
2928                                                                              Paula Modersohn-Becker
2929                                                                              Paula Modersohn-Becker
2930                                                                              Paula Modersohn-Becker
2931                                                                              Paula Modersohn-Becker
2932                                                                              Paula Modersohn-Becker
2933                                                                                 Peter Henry Emerson
2934                                                                                 Peter Henry Emerson
2935                                                                                 Peter Henry Emerson
2936                                                                                 Peter Henry Emerson
2937                                                                                 Peter Henry Emerson
2938                                                                                 Peter Henry Emerson
2939                                                                                  Philipp Otto Runge
2940                                                                                  Philipp Otto Runge
2941                                                                           Pierre Puvis de Chavannes
2942                                                                           Pierre Puvis de Chavannes
2943                                                                           Pierre Puvis de Chavannes
2944                                                                           Pierre Puvis de Chavannes
2945                                                                           Pierre Puvis de Chavannes
2946                                                                    Pierre-Étienne-Théodore Rousseau
2947                                                                    Pierre-Étienne-Théodore Rousseau
2948                                                                    Pierre-Étienne-Théodore Rousseau
2949                                                                    Pierre-Étienne-Théodore Rousseau
2950                                                                    Pierre-Étienne-Théodore Rousseau
2951                                                                                       Piet Mondrian
2952                                                                                       Piet Mondrian
2953                                                                                       Piet Mondrian
2954                                                                                       Piet Mondrian
2955                                                                                       Piet Mondrian
2956                                                                                       Piet Mondrian
2957                                                                                       Piet Mondrian
2958                                                                                       Piet Mondrian
2959                                                                                       Piet Mondrian
2960                                                                                       Pompeo Batoni
2961                                                                                      Raoul Hausmann
2962                                                                                    Raymond Saunders
2963                                                                                    Raymond Saunders
2964                                                                                       René Magritte
2965                                                                                       René Magritte
2966                                                                                       René Magritte
2967                                                                                       René Magritte
2968                                                                                       René Magritte
2969                                                                                Richard Anuszkiewicz
2970                                                                                Richard Anuszkiewicz
2971                                                                                Richard Anuszkiewicz
2972                                                                                Richard Anuszkiewicz
2973                                                                                Richard Anuszkiewicz
2974                                                                                       Richard Estes
2975                                                                                       Richard Estes
2976                                                                                    Richard Hamilton
2977                                                                                    Richard Hamilton
2978                                                                                    Richard Hamilton
2979                                                                                    Richard Hamilton
2980                                                                                    Richard Hamilton
2981                                                                                         Robert Capa
2982                                                                                         Robert Capa
2983                                                                                         Robert Capa
2984                                                                                         Robert Capa
2985                                                                                     Robert Delaunay
2986                                                                                     Robert Delaunay
2987                                                                                     Robert Delaunay
2988                                                                                     Robert Delaunay
2989                                                                                     Robert Doisneau
2990                                                                                     Robert Doisneau
2991                                                                                     Robert Doisneau
2992                                                                                        Robert Frank
2993                                                                                        Robert Frank
2994                                                                                        Robert Frank
2995                                                                                        Robert Frank
2996                                                                                        Robert Frank
2997                                                                                        Robert Frank
2998                                                                                      Robert Indiana
2999                                                                                      Robert Indiana
3000                                                                                      Robert Indiana
3001                                                                                      Robert Indiana
3002                                                                                      Romare Bearden
3003                                                                                      Romare Bearden
3004                                                                                      Romare Bearden
3005                                                                                      Romare Bearden
3006                                                                                        Rosa Bonheur
3007                                                                                        Rosa Bonheur
3008                                                                                        Rosa Bonheur
3009                                                                                        Rosa Bonheur
3010                                                                                        Rosa Bonheur
3011                                                                                        Rosa Bonheur
3012                                                                                    Roy Lichtenstein
3013                                                                                    Roy Lichtenstein
3014                                                                                    Roy Lichtenstein
3015                                                                                    Roy Lichtenstein
3016                                                                                    Roy Lichtenstein
3017                                                                                    Roy Lichtenstein
3018                                                                                    Roy Lichtenstein
3019                                                                                    Roy Lichtenstein
3020                                                                                       Salvador Dalí
3021                                                                                       Salvador Dalí
3022                                                                                       Salvador Dalí
3023                                                                                       Salvador Dalí
3024                                                                                       Salvador Dalí
3025                                                                                       Salvador Dalí
3026                                                                                       Salvador Dalí
3027                                                                                       Salvador Dalí
3028                                                                                       Salvador Dalí
3029                                                                               Sebastiano Del Piombo
3030                                                                               Sebastiano Del Piombo
3031                                                                               Sebastiano Del Piombo
3032                                                                               Sebastiano Del Piombo
3033                                                                                        Sigmar Polke
3034                                                                                        Sigmar Polke
3035                                                                                 Sir Joshua Reynolds
3036                                                                                        Stuart Davis
3037                                                                                        Stuart Davis
3038                                                                                    Susan Rothenberg
3039                                                                                    Susan Rothenberg
3040                                                                                    Susan Rothenberg
3041                                                                                      Taddeo Zuccari
3042                                                                                      Taddeo Zuccari
3043                                                                                      Taddeo Zuccari
3044                                                                                      Taddeo Zuccari
3045                                                                                      Taddeo Zuccari
3046                                                                                      Taddeo Zuccari
3047                                                                                      Taddeo Zuccari
3048                                                                                  Théodore Géricault
3049                                                                                  Théodore Géricault
3050                                                                                  Théodore Géricault
3051                                                                                  Théodore Géricault
3052                                                                                  Théodore Géricault
3053                                                                                  Théodore Géricault
3054                                                                                  Théodore Géricault
3055                                                                                  Théodore Géricault
3056                                                                                  Théodore Géricault
3057                                                                                         Thomas Cole
3058                                                                                         Thomas Cole
3059                                                                                         Thomas Cole
3060                                                                                         Thomas Cole
3061                                                                                         Thomas Cole
3062                                                                                       Thomas Eakins
3063                                                                                       Thomas Eakins
3064                                                                                       Thomas Eakins
3065                                                                                       Thomas Eakins
3066                                                                                       Thomas Eakins
3067                                                                                       Thomas Eakins
3068                                                                                       Thomas Eakins
3069                                                                                       Thomas Eakins
3070                                                                                       Thomas Eakins
3071                                                                                 Thomas Gainsborough
3072                                                                                 Thomas Gainsborough
3073                                                                                  Timothy O'Sullivan
3074                                                                                  Timothy O'Sullivan
3075                                                                                  Timothy O'Sullivan
3076                                                                                  Timothy O'Sullivan
3077                                                                                  Timothy O'Sullivan
3078                                                                                  Timothy O'Sullivan
3079                                                                                    Umberto Boccioni
3080                                                                                    Umberto Boccioni
3081                                                                                    Umberto Boccioni
3082                                                                                    Umberto Boccioni
3083                                                                                    Umberto Boccioni
3084                                                                                    Umberto Boccioni
3085                                                                         Varvara Fedorovna Stepanova
3086                                                                         Varvara Fedorovna Stepanova
3087                                                                                     Victor Vasarely
3088                                                                                     Victor Vasarely
3089                                                                                     Victor Vasarely
3090                                                                                     Victor Vasarely
3091                                                                                    Vincent Van Gogh
3092                                                                                    Vincent Van Gogh
3093                                                                                    Vincent Van Gogh
3094                                                                                    Vincent Van Gogh
3095                                                                                    Vincent Van Gogh
3096                                                                                    Vincent Van Gogh
3097                                                                                    Vincent Van Gogh
3098                                                                                    Vincent Van Gogh
3099                                                                                    Vincent Van Gogh
3100                                                                                     W. Eugene Smith
3101                                                                                     W. Eugene Smith
3102                                                                                     W. Eugene Smith
3103                                                                                     W. Eugene Smith
3104                                                                                        Walker Evans
3105                                                                                        Walker Evans
3106                                                                                        Walter Crane
3107                                                                                        Walter Crane
3108                                                                                        Walter Crane
3109                                                                                        Walter Crane
3110                                                                                        Walter Crane
3111                                                                                   Wassily Kandinsky
3112                                                                                   Wassily Kandinsky
3113                                                                                   Wassily Kandinsky
3114                                                                                   Wassily Kandinsky
3115                                                                                   Wassily Kandinsky
3116                                                                                   Wassily Kandinsky
3117                                                                                   Wassily Kandinsky
3118                                                                                   Wassily Kandinsky
3119                                                                                   Wassily Kandinsky
3120                                                                                        Wayne Miller
3121                                                                                        Wayne Miller
3122                                                                                        Wayne Miller
3123                                                                                        Wayne Miller
3124                                                                                   Willem de Kooning
3125                                                                                   Willem de Kooning
3126                                                                                   Willem de Kooning
3127                                                                                   Willem de Kooning
3128                                                                                   Willem de Kooning
3129                                                                                   Willem de Kooning
3130                                                                                   Willem de Kooning
3131                                                                                       William Blake
3132                                                                                       William Blake
3133                                                                                       William Blake
3134                                                                                       William Blake
3135                                                                                       William Blake
3136                                                                                       William Blake
3137                                                                                       William Blake
3138                                                                                       William Blake
3139                                                                                       William Blake
3140                                                                            William Henry Fox Talbot
3141                                                                            William Henry Fox Talbot
3142                                                                            William Henry Fox Talbot
3143                                                                            William Henry Fox Talbot
3144                                                                                 William Holman Hunt
3145                                                                                 William Holman Hunt
3146                                                                                 William Holman Hunt
3147                                                                                 William Holman Hunt
3148                                                                                William Sidney Mount
3149                                                                                William Sidney Mount
3150                                                                                William Sidney Mount
3151                                                                                 William T. Williams
3152                                                                                 William T. Williams
3153                                                                                 William T. Williams
3154                                                                                 William T. Williams
3155                                                                                       Winslow Homer
3156                                                                                       Winslow Homer
3157                                                                                       Winslow Homer
3158                                                                                       Winslow Homer
3159                                                                                       Winslow Homer
3160                                                                                       Winslow Homer
3161                                                                                       Winslow Homer
3162                                                                                       Winslow Homer
     edition_number year artist_nationality artist_nationality_other
1               9.0 1991           American                 American
2              10.0 1996           American                 American
3              11.0 2001           American                 American
4              99.0 2005           American                 American
5              13.0 2009           American                 American
6              14.0 2013           American                 American
7              15.0 2016           American                 American
8              16.0 2020           American                 American
9              14.0 2013             French                   French
10             15.0 2016             French                   French
11             16.0 2020             French                   French
12              5.0 1970             French                   French
13              6.0 1975             French                   French
14              7.0 1980             French                   French
15              8.0 1986             French                   French
16              9.0 1991             French                   French
17             10.0 1996             French                   French
18             11.0 2001             French                   French
19             99.0 2005             French                   French
20             13.0 2009             French                   French
21             11.0 2001    German-American                    Other
22             99.0 2005    German-American                    Other
23             13.0 2009    German-American                    Other
24             14.0 2013    German-American                    Other
25             15.0 2016    German-American                    Other
26             16.0 2020    German-American                    Other
27              2.0 1936           American                 American
28              3.0 1948           American                 American
29              4.0 1959           American                 American
30              7.0 1980           American                 American
31              8.0 1986           American                 American
32              9.0 1991           American                 American
33             10.0 1996           American                 American
34             10.0 1996           Scottish                    Other
35              4.0 1959             French                   French
36              4.0 1959           American                 American
37              9.0 1991           American                 American
38             10.0 1996           American                 American
39             11.0 2001           American                 American
40             99.0 2005           American                 American
41             13.0 2009           American                 American
42             14.0 2013           American                 American
43             15.0 2016           American                 American
44             16.0 2020           American                 American
45              3.0 1948          Argentine                    Other
46              9.0 1991           American                 American
47             11.0 2001     Cuban-American                    Other
48             13.0 2009     Cuban-American                    Other
49             14.0 2013     Cuban-American                    Other
50             15.0 2016     Cuban-American                    Other
51             16.0 2020     Cuban-American                    Other
52             14.0 2013           Japanese                    Other
53             15.0 2016           Japanese                    Other
54             16.0 2020           Japanese                    Other
55              4.0 1959             French                   French
56              5.0 1970             French                   French
57              6.0 1975             French                   French
58              7.0 1980             French                   French
59              8.0 1986             French                   French
60              9.0 1991             French                   French
61             10.0 1996             French                   French
62             11.0 2001             French                   French
63             99.0 2005             French                   French
64             13.0 2009             French                   French
65             14.0 2013             French                   French
66             15.0 2016             French                   French
67             16.0 2020             French                   French
68              9.0 1991             French                   French
69             14.0 2013             German                   German
70             15.0 2016             German                   German
71             16.0 2020             German                   German
72              5.0 1970           American                 American
73              6.0 1975           American                 American
74              7.0 1980           American                 American
75              8.0 1986           American                 American
76              9.0 1991           American                 American
77             10.0 1996           American                 American
78             11.0 2001           American                 American
79             99.0 2005           American                 American
80             13.0 2009           American                 American
81             14.0 2013           American                 American
82             15.0 2016           American                 American
83             16.0 2020           American                 American
84              8.0 1986              Swiss                    Other
85              9.0 1991              Swiss                    Other
86             10.0 1996              Swiss                    Other
87             11.0 2001              Swiss                    Other
88             99.0 2005              Swiss                    Other
89             13.0 2009              Swiss                    Other
90             14.0 2013              Swiss                    Other
91             15.0 2016              Swiss                    Other
92             16.0 2020              Swiss                    Other
93              5.0 1970             French                   French
94              6.0 1975             French                   French
95              7.0 1980             French                   French
96              8.0 1986             French                   French
97              9.0 1991             French                   French
98             10.0 1996             French                   French
99             11.0 2001             French                   French
100            99.0 2005             French                   French
101            13.0 2009             French                   French
102            14.0 2013             French                   French
103            15.0 2016             French                   French
104            16.0 2020             French                   French
105             9.0 1991           American                 American
106             7.0 1980             German                   German
107             8.0 1986             German                   German
108            10.0 1996             German                   German
109             9.0 1991             German                   German
110            10.0 1996             German                   German
111            11.0 2001             German                   German
112            99.0 2005             German                   German
113            13.0 2009             German                   German
114            14.0 2013             German                   German
115            15.0 2016             German                   German
116            16.0 2020             German                   German
117             5.0 1970             French                   French
118             6.0 1975             French                   French
119             7.0 1980             French                   French
120             8.0 1986             French                   French
121             9.0 1991             French                   French
122            10.0 1996             French                   French
123            11.0 2001             French                   French
124            99.0 2005             French                   French
125            13.0 2009             French                   French
126            14.0 2013             French                   French
127            15.0 2016             French                   French
128            16.0 2020             French                   French
129             7.0 1980              Swiss                    Other
130            14.0 2013  Armenian-American                    Other
131            15.0 2016  Armenian-American                    Other
132            16.0 2020  Armenian-American                    Other
133             1.0 1926           American                 American
134            14.0 2013           American                 American
135            15.0 2016           American                 American
136            16.0 2020           American                 American
137             8.0 1986            British                  British
138            10.0 1996            British                  British
139            11.0 2001            British                  British
140            99.0 2005            British                  British
141            13.0 2009            British                  British
142            11.0 2001           American                 American
143            99.0 2005           American                 American
144            13.0 2009           American                 American
145            14.0 2013           American                 American
146            15.0 2016           American                 American
147            16.0 2020           American                 American
148             9.0 1991             German                   German
149             1.0 1926             French                   French
150             2.0 1936             French                   French
151             3.0 1948             French                   French
152             4.0 1959             French                   French
153             5.0 1970             French                   French
154             6.0 1975             French                   French
155             7.0 1980             French                   French
156             8.0 1986             French                   French
157             9.0 1991             French                   French
158            10.0 1996             French                   French
159            11.0 2001             French                   French
160            99.0 2005             French                   French
161            13.0 2009             French                   French
162            14.0 2013             French                   French
163            15.0 2016             French                   French
164            16.0 2020             French                   French
165             9.0 1991           American                 American
166            10.0 1996           American                 American
167            11.0 2001           American                 American
168            99.0 2005           American                 American
169            13.0 2009           American                 American
170            14.0 2013           American                 American
171            15.0 2016           American                 American
172            16.0 2020           American                 American
173             7.0 1980           American                 American
174             8.0 1986           American                 American
175             9.0 1991           American                 American
176            10.0 1996           American                 American
177            11.0 2001           American                 American
178            99.0 2005           American                 American
179            13.0 2009           American                 American
180            14.0 2013           American                 American
181            15.0 2016           American                 American
182            16.0 2020           American                 American
183             4.0 1959           American                 American
184             5.0 1970           American                 American
185             6.0 1975           American                 American
186             7.0 1980           American                 American
187             8.0 1986           American                 American
188             9.0 1991           American                 American
189            10.0 1996           American                 American
190             7.0 1980           American                 American
191             8.0 1986           American                 American
192             9.0 1991           American                 American
193            10.0 1996           American                 American
194            11.0 2001           American                 American
195            99.0 2005           American                 American
196            13.0 2009           American                 American
197            14.0 2013           American                 American
198            15.0 2016           American                 American
199            16.0 2020           American                 American
200            10.0 1996             French                   French
201            10.0 1996             French                   French
202            11.0 2001             French                   French
203            99.0 2005             French                   French
204            13.0 2009             French                   French
205            14.0 2013             French                   French
206            15.0 2016             French                   French
207            16.0 2020             French                   French
208             8.0 1986            Russian                    Other
209             5.0 1970            British                  British
210             6.0 1975            British                  British
211             7.0 1980            British                  British
212             8.0 1986            British                  British
213            10.0 1996            British                  British
214            14.0 2013            British                  British
215            15.0 2016            British                  British
216            16.0 2020            British                  British
217             5.0 1970      Danish-French                    Other
218             6.0 1975      Danish-French                    Other
219             7.0 1980      Danish-French                    Other
220             8.0 1986      Danish-French                    Other
221             9.0 1991      Danish-French                    Other
222            10.0 1996      Danish-French                    Other
223            11.0 2001      Danish-French                    Other
224            99.0 2005      Danish-French                    Other
225            13.0 2009      Danish-French                    Other
226            14.0 2013      Danish-French                    Other
227            15.0 2016      Danish-French                    Other
228            16.0 2020      Danish-French                    Other
229             3.0 1948          Brazilian                    Other
230            15.0 2016           American                 American
231            16.0 2020           American                 American
232             5.0 1970             German                   German
233             6.0 1975             German                   German
234             7.0 1980             German                   German
235             8.0 1986             German                   German
236             9.0 1991             German                   German
237            10.0 1996             German                   German
238            11.0 2001             German                   German
239            99.0 2005             German                   German
240            13.0 2009             German                   German
241            14.0 2013             German                   German
242            15.0 2016             German                   German
243            16.0 2020             German                   German
244             4.0 1959           American                 American
245            11.0 2001           American                 American
246            99.0 2005           American                 American
247            13.0 2009           American                 American
248            14.0 2013           American                 American
249            15.0 2016           American                 American
250            16.0 2020           American                 American
251             2.0 1936           American                 American
252             3.0 1948           American                 American
253             3.0 1948           American                 American
254             9.0 1991           American                 American
255            10.0 1996           American                 American
256            11.0 2001           American                 American
257             1.0 1926            British                  British
258            99.0 2005            British                  British
259            13.0 2009            British                  British
260            14.0 2013            British                  British
261            15.0 2016            British                  British
262            10.0 1996           American                 American
263            11.0 2001           American                 American
264            99.0 2005           American                 American
265            13.0 2009           American                 American
266            14.0 2013           American                 American
267            15.0 2016           American                 American
268            16.0 2020           American                 American
269            10.0 1996           American                 American
270            11.0 2001           American                 American
271            99.0 2005           American                 American
272            13.0 2009           American                 American
273            14.0 2013           American                 American
274            15.0 2016           American                 American
275            16.0 2020           American                 American
276             1.0 1926             French                   French
277             2.0 1936             French                   French
278             4.0 1959             French                   French
279             5.0 1970             French                   French
280             6.0 1975             French                   French
281             7.0 1980             French                   French
282             8.0 1986             French                   French
283             9.0 1991             French                   French
284            10.0 1996             French                   French
285            11.0 2001             French                   French
286            99.0 2005             French                   French
287            13.0 2009             French                   French
288            14.0 2013             French                   French
289            15.0 2016             French                   French
290            16.0 2020             French                   French
291            11.0 2001      New Zealander                    Other
292            99.0 2005      New Zealander                    Other
293            13.0 2009      New Zealander                    Other
294            14.0 2013      New Zealander                    Other
295             4.0 1959            British                  British
296            99.0 2005            British                  British
297            13.0 2009            British                  British
298            14.0 2013            British                  British
299            15.0 2016            British                  British
300            16.0 2020            British                  British
301             3.0 1948            Mexican                    Other
302             4.0 1959            Mexican                    Other
303             5.0 1970            Mexican                    Other
304             6.0 1975            Mexican                    Other
305             7.0 1980            Mexican                    Other
306            10.0 1996           American                 American
307            11.0 2001           American                 American
308            99.0 2005           American                 American
309            13.0 2009           American                 American
310            14.0 2013           American                 American
311            15.0 2016           American                 American
312             9.0 1991            British                  British
313            10.0 1996            British                  British
314             4.0 1959           Scottish                    Other
315             4.0 1959           Scottish                    Other
316             9.0 1991           Scottish                    Other
317             9.0 1991           Scottish                    Other
318            11.0 2001           American                 American
319            99.0 2005           American                 American
320            13.0 2009           American                 American
321            14.0 2013           American                 American
322            15.0 2016           American                 American
323            16.0 2020           American                 American
324             4.0 1959    German-American                    Other
325            14.0 2013           American                 American
326             2.0 1936            Mexican                    Other
327             3.0 1948            Mexican                    Other
328             4.0 1959            Mexican                    Other
329            11.0 2001            Mexican                    Other
330            99.0 2005            Mexican                    Other
331            13.0 2009            Mexican                    Other
332            14.0 2013            Mexican                    Other
333            15.0 2016            Mexican                    Other
334            16.0 2020            Mexican                    Other
335             9.0 1991           American                 American
336            10.0 1996           American                 American
337            11.0 2001           American                 American
338            99.0 2005           American                 American
339            13.0 2009           American                 American
340            14.0 2013           American                 American
341            15.0 2016           American                 American
342            16.0 2020           American                 American
343            10.0 1996           Canadian                    Other
344             9.0 1991           American                 American
345             4.0 1959            British                  British
346             9.0 1991            British                  British
347            10.0 1996            British                  British
348            11.0 2001            British                  British
349            99.0 2005            British                  British
350            13.0 2009            British                  British
351            14.0 2013            British                  British
352            15.0 2016            British                  British
353            16.0 2020            British                  British
354             2.0 1936             French                   French
355             3.0 1948             French                   French
356             4.0 1959             French                   French
357             5.0 1970             French                   French
358             6.0 1975             French                   French
359             7.0 1980             French                   French
360             8.0 1986             French                   French
361             9.0 1991             French                   French
362            10.0 1996             French                   French
363            11.0 2001             French                   French
364            99.0 2005             French                   French
365            13.0 2009             French                   French
366            14.0 2013             French                   French
367            15.0 2016             French                   French
368            16.0 2020             French                   French
369             6.0 1975            Latvian                    Other
370             7.0 1980            Latvian                    Other
371             2.0 1936             French                   French
372             3.0 1948             French                   French
373             4.0 1959             French                   French
374             5.0 1970             French                   French
375             6.0 1975             French                   French
376             7.0 1980             French                   French
377             8.0 1986             French                   French
378             9.0 1991             French                   French
379            10.0 1996             French                   French
380            11.0 2001             French                   French
381            99.0 2005             French                   French
382            13.0 2009             French                   French
383            14.0 2013             French                   French
384            15.0 2016             French                   French
385            16.0 2020             French                   French
386             9.0 1991           Scottish                    Other
387             5.0 1970          Norwegian                    Other
388             6.0 1975          Norwegian                    Other
389             7.0 1980          Norwegian                    Other
390             8.0 1986          Norwegian                    Other
391             9.0 1991          Norwegian                    Other
392            10.0 1996          Norwegian                    Other
393            11.0 2001          Norwegian                    Other
394            99.0 2005          Norwegian                    Other
395            13.0 2009          Norwegian                    Other
396            14.0 2013          Norwegian                    Other
397            15.0 2016          Norwegian                    Other
398            16.0 2020          Norwegian                    Other
399             7.0 1980            British                  British
400             8.0 1986            British                  British
401             9.0 1991            British                  British
402            10.0 1996            British                  British
403            14.0 2013           Canadian                    Other
404            15.0 2016           Canadian                    Other
405            16.0 2020           Canadian                    Other
406             2.0 1936           American                 American
407             4.0 1959           American                 American
408             7.0 1980           American                 American
409             8.0 1986           American                 American
410             9.0 1991           American                 American
411            10.0 1996           American                 American
412            11.0 2001           American                 American
413            99.0 2005           American                 American
414            13.0 2009           American                 American
415            14.0 2013           American                 American
416            15.0 2016           American                 American
417            16.0 2020           American                 American
418             9.0 1991           American                 American
419            10.0 1996           American                 American
420             9.0 1991           American                 American
421            11.0 2001           American                 American
422            99.0 2005           American                 American
423            13.0 2009           American                 American
424            14.0 2013           American                 American
425            15.0 2016           American                 American
426            16.0 2020           American                 American
427            14.0 2013           Austrian                    Other
428            15.0 2016           Austrian                    Other
429            16.0 2020           Austrian                    Other
430             4.0 1959            Russian                    Other
431             7.0 1980             French                   French
432             8.0 1986             French                   French
433             9.0 1991             French                   French
434            10.0 1996             French                   French
435            11.0 2001             French                   French
436            99.0 2005             French                   French
437            13.0 2009             French                   French
438            14.0 2013             French                   French
439            15.0 2016             French                   French
440            16.0 2020             French                   French
441            15.0 2016           American                 American
442            16.0 2020           American                 American
443             5.0 1970           American                 American
444             6.0 1975           American                 American
445             7.0 1980           American                 American
446             8.0 1986           American                 American
447             9.0 1991           American                 American
448            10.0 1996           American                 American
449            11.0 2001           American                 American
450            99.0 2005           American                 American
451            13.0 2009           American                 American
452            14.0 2013           American                 American
453            15.0 2016           American                 American
454            16.0 2020           American                 American
455             5.0 1970             German                   German
456             6.0 1975             German                   German
457             7.0 1980             German                   German
458             8.0 1986             German                   German
459            10.0 1996             German                   German
460            11.0 2001             German                   German
461            99.0 2005             German                   German
462            13.0 2009             German                   German
463            14.0 2013             German                   German
464            13.0 2009         Australian                    Other
465             9.0 1991             German                   German
466            10.0 1996             German                   German
467            11.0 2001             German                   German
468            99.0 2005             German                   German
469            13.0 2009             German                   German
470            14.0 2013             German                   German
471            15.0 2016             German                   German
472            16.0 2020             German                   German
473             4.0 1959             French                   French
474             9.0 1991             French                   French
475            10.0 1996             French                   French
476             1.0 1926             French                   French
477             2.0 1936             French                   French
478             3.0 1948             French                   French
479             4.0 1959             French                   French
480             5.0 1970             French                   French
481             6.0 1975             French                   French
482             7.0 1980             French                   French
483             8.0 1986             French                   French
484             9.0 1991             French                   French
485            10.0 1996             French                   French
486            11.0 2001             French                   French
487            99.0 2005             French                   French
488            13.0 2009             French                   French
489            14.0 2013             French                   French
490            15.0 2016             French                   French
491            16.0 2020             French                   French
492             9.0 1991             French                   French
493            10.0 1996             French                   French
494            11.0 2001             French                   French
495            99.0 2005             French                   French
496             2.0 1936           American                 American
497            11.0 2001           American                 American
498            99.0 2005           American                 American
499            13.0 2009           American                 American
500            14.0 2013           American                 American
501            15.0 2016           American                 American
502            16.0 2020           American                 American
503             3.0 1948             French                   French
504             4.0 1959             French                   French
505             5.0 1970             French                   French
506             6.0 1975             French                   French
507             7.0 1980             French                   French
508             8.0 1986             French                   French
509            10.0 1996             French                   French
510            11.0 2001             French                   French
511            99.0 2005             French                   French
512            13.0 2009             French                   French
513            14.0 2013             French                   French
514            15.0 2016             French                   French
515            16.0 2020             French                   French
516            15.0 2016          Columbian                    Other
517            16.0 2020          Columbian                    Other
518            11.0 2001           American                 American
519             5.0 1970            British                  British
520             6.0 1975            British                  British
521             7.0 1980            British                  British
522             8.0 1986            British                  British
523             9.0 1991            British                  British
524            10.0 1996            British                  British
525            11.0 2001            British                  British
526            99.0 2005            British                  British
527            13.0 2009            British                  British
528            14.0 2013            British                  British
529            15.0 2016            British                  British
530            16.0 2020            British                  British
531             2.0 1936            Spanish                  Spanish
532             3.0 1948            Spanish                  Spanish
533             5.0 1970            Spanish                  Spanish
534             6.0 1975            Spanish                  Spanish
535             7.0 1980            Spanish                  Spanish
536             8.0 1986            Spanish                  Spanish
537             9.0 1991            Spanish                  Spanish
538            10.0 1996            Spanish                  Spanish
539            11.0 2001            Spanish                  Spanish
540            99.0 2005            Spanish                  Spanish
541            13.0 2009            Spanish                  Spanish
542            14.0 2013            Spanish                  Spanish
543            15.0 2016            Spanish                  Spanish
544            16.0 2020            Spanish                  Spanish
545             5.0 1970             French                   French
546             6.0 1975             French                   French
547             7.0 1980             French                   French
548             8.0 1986             French                   French
549             9.0 1991             French                   French
550            10.0 1996             French                   French
551            11.0 2001             French                   French
552            99.0 2005             French                   French
553            13.0 2009             French                   French
554            14.0 2013             French                   French
555            15.0 2016             French                   French
556            16.0 2020             French                   French
557            13.0 2009           American                 American
558            14.0 2013           American                 American
559            15.0 2016           American                 American
560            16.0 2020           American                 American
561            10.0 1996           American                 American
562            11.0 2001           American                 American
563            99.0 2005           American                 American
564            13.0 2009           American                 American
565            14.0 2013           American                 American
566            15.0 2016           American                 American
567            16.0 2020           American                 American
568             5.0 1970           American                 American
569             6.0 1975           American                 American
570             7.0 1980           American                 American
571             8.0 1986           American                 American
572             9.0 1991           American                 American
573            10.0 1996           American                 American
574            10.0 1996             German                   German
575            11.0 2001             German                   German
576            99.0 2005             German                   German
577            13.0 2009             German                   German
578            14.0 2013             German                   German
579            15.0 2016             German                   German
580            16.0 2020             German                   German
581            11.0 2001           American                 American
582            99.0 2005           American                 American
583            13.0 2009           American                 American
584            14.0 2013           American                 American
585            15.0 2016           American                 American
586            16.0 2020           American                 American
587             9.0 1991            Mexican                    Other
588            10.0 1996            Mexican                    Other
589            11.0 2001            Mexican                    Other
590            99.0 2005            Mexican                    Other
591            13.0 2009            Mexican                    Other
592            14.0 2013            Mexican                    Other
593            15.0 2016            Mexican                    Other
594            16.0 2020            Mexican                    Other
595             9.0 1991              Swiss                    Other
596             2.0 1936           American                 American
597             3.0 1948           American                 American
598             7.0 1980           American                 American
599            11.0 2001            British                  British
600             5.0 1970             German                   German
601             6.0 1975             German                   German
602             7.0 1980             German                   German
603             8.0 1986             German                   German
604            11.0 2001             German                   German
605            99.0 2005             German                   German
606            13.0 2009             German                   German
607            14.0 2013             German                   German
608            15.0 2016             German                   German
609            16.0 2020             German                   German
610             1.0 1926           American                 American
611             2.0 1936           American                 American
612             3.0 1948           American                 American
613             4.0 1959           American                 American
614             4.0 1959           American                 American
615             9.0 1991            British                  British
616            10.0 1996            British                  British
617             4.0 1959             French                   French
618             5.0 1970             French                   French
619             6.0 1975             French                   French
620             7.0 1980             French                   French
621             8.0 1986             French                   French
622             9.0 1991             French                   French
623            10.0 1996             French                   French
624            11.0 2001             French                   French
625            99.0 2005             French                   French
626            13.0 2009             French                   French
627            14.0 2013             French                   French
628            15.0 2016             French                   French
629            16.0 2020             French                   French
630             4.0 1959             French                   French
631             5.0 1970             French                   French
632             6.0 1975             French                   French
633             7.0 1980             French                   French
634             8.0 1986             French                   French
635             9.0 1991             French                   French
636            10.0 1996             French                   French
637            11.0 2001             French                   French
638             2.0 1936             French                   French
639             3.0 1948             French                   French
640             4.0 1959             French                   French
641             5.0 1970             French                   French
642             6.0 1975             French                   French
643             7.0 1980             French                   French
644             8.0 1986             French                   French
645             9.0 1991             French                   French
646            10.0 1996             French                   French
647            11.0 2001             French                   French
648            99.0 2005             French                   French
649            13.0 2009             French                   French
650            14.0 2013             French                   French
651            15.0 2016             French                   French
652            16.0 2020             French                   French
653             2.0 1936           American                 American
654             3.0 1948           American                 American
655             7.0 1980           American                 American
656             8.0 1986           American                 American
657             9.0 1991           American                 American
658            10.0 1996           American                 American
659            11.0 2001           American                 American
660            99.0 2005           American                 American
661            13.0 2009           American                 American
662            14.0 2013           American                 American
663            15.0 2016           American                 American
664            16.0 2020           American                 American
665             9.0 1991           American                 American
666            10.0 1996           American                 American
667            11.0 2001           American                 American
668            99.0 2005           American                 American
669            13.0 2009           American                 American
670            14.0 2013           American                 American
671            15.0 2016           American                 American
672            16.0 2020           American                 American
673            10.0 1996            Italian                    Other
674            11.0 2001            Italian                    Other
675            99.0 2005            Italian                    Other
676            13.0 2009            Italian                    Other
677            14.0 2013            Italian                    Other
678            15.0 2016            Italian                    Other
679            16.0 2020            Italian                    Other
680             9.0 1991            Italian                    Other
681             9.0 1991            British                  British
682            10.0 1996            Italian                    Other
683            10.0 1996            British                  British
684             2.0 1936           American                 American
685             3.0 1948           American                 American
686             4.0 1959           American                 American
687            10.0 1996            Italian                    Other
688            11.0 2001            Italian                    Other
689            99.0 2005            Italian                    Other
690            13.0 2009            Italian                    Other
691            14.0 2013            Italian                    Other
692            15.0 2016            Italian                    Other
693            16.0 2020            Italian                    Other
694             4.0 1959            Italian                    Other
695             5.0 1970            Italian                    Other
696             6.0 1975            Italian                    Other
697             7.0 1980            Italian                    Other
698             8.0 1986            Italian                    Other
699             9.0 1991            Italian                    Other
700            10.0 1996            Italian                    Other
701            11.0 2001            Italian                    Other
702            99.0 2005            Italian                    Other
703            13.0 2009            Italian                    Other
704            14.0 2013            Italian                    Other
705            15.0 2016            Italian                    Other
706            16.0 2020            Italian                    Other
707             4.0 1959            Italian                    Other
708             7.0 1980            Italian                    Other
709             8.0 1986            Italian                    Other
710             9.0 1991            Italian                    Other
711            10.0 1996            Italian                    Other
712            11.0 2001            Italian                    Other
713            99.0 2005            Italian                    Other
714             2.0 1936           American                 American
715             4.0 1959           American                 American
716            11.0 2001           American                 American
717            99.0 2005           American                 American
718            13.0 2009           American                 American
719            14.0 2013           American                 American
720            15.0 2016           American                 American
721            16.0 2020           American                 American
722            11.0 2001           American                 American
723            99.0 2005           American                 American
724            13.0 2009           American                 American
725            11.0 2001             German                   German
726            99.0 2005             German                   German
727             6.0 1975           Austrian                    Other
728             7.0 1980           Austrian                    Other
729             8.0 1986           Austrian                    Other
730             9.0 1991           Austrian                    Other
731            10.0 1996           Austrian                    Other
732            11.0 2001           Austrian                    Other
733            99.0 2005           Austrian                    Other
734            13.0 2009           Austrian                    Other
735            14.0 2013           Austrian                    Other
736            15.0 2016           Austrian                    Other
737            16.0 2020           Austrian                    Other
738            10.0 1996             French                   French
739            11.0 2001             French                   French
740            99.0 2005             French                   French
741            13.0 2009             French                   French
742            14.0 2013             French                   French
743            15.0 2016             French                   French
744            16.0 2020             French                   French
745             2.0 1936             French                   French
746             3.0 1948             French                   French
747             4.0 1959             French                   French
748             5.0 1970             French                   French
749             6.0 1975             French                   French
750             7.0 1980             French                   French
751             8.0 1986             French                   French
752             9.0 1991             French                   French
753            10.0 1996             French                   French
754            11.0 2001             French                   French
755            99.0 2005             French                   French
756            13.0 2009             French                   French
757            14.0 2013             French                   French
758            15.0 2016             French                   French
759            16.0 2020             French                   French
760             9.0 1991             French                   French
761             7.0 1980             French                   French
762             8.0 1986             French                   French
763             9.0 1991             French                   French
764            10.0 1996             French                   French
765            11.0 2001             French                   French
766            99.0 2005             French                   French
767            13.0 2009             French                   French
768            14.0 2013             French                   French
769            15.0 2016             French                   French
770            16.0 2020             French                   French
771             9.0 1991             German                   German
772            11.0 2001             German                   German
773            99.0 2005             German                   German
774            13.0 2009             German                   German
775            14.0 2013             German                   German
776            15.0 2016             German                   German
777            16.0 2020             German                   German
778            99.0 2005           American                 American
779            13.0 2009           American                 American
780            14.0 2013           American                 American
781             6.0 1975    German-American                    Other
782             7.0 1980    German-American                    Other
783             8.0 1986    German-American                    Other
784            13.0 2009             German                   German
785            14.0 2013             German                   German
786            15.0 2016             German                   German
787            16.0 2020             German                   German
788             7.0 1980             German                   German
789             9.0 1991           American                 American
790            10.0 1996           American                 American
791            11.0 2001           American                 American
792            99.0 2005           American                 American
793            13.0 2009           American                 American
794            14.0 2013           American                 American
795            15.0 2016           American                 American
796            16.0 2020           American                 American
797            15.0 2016           American                 American
798            16.0 2020           American                 American
799             4.0 1959             French                   French
800             9.0 1991             French                   French
801             2.0 1936             French                   French
802             3.0 1948             French                   French
803             4.0 1959             French                   French
804             5.0 1970             French                   French
805             6.0 1975             French                   French
806             7.0 1980             French                   French
807             8.0 1986             French                   French
808             9.0 1991             French                   French
809            10.0 1996             French                   French
810            11.0 2001             French                   French
811            99.0 2005             French                   French
812            13.0 2009             French                   French
813            14.0 2013             French                   French
814            15.0 2016             French                   French
815            16.0 2020             French                   French
816             2.0 1936             French                   French
817             3.0 1948             French                   French
818             4.0 1959             French                   French
819             5.0 1970             French                   French
820             6.0 1975             French                   French
821             7.0 1980             French                   French
822             8.0 1986             French                   French
823             9.0 1991             French                   French
824            10.0 1996             French                   French
825            11.0 2001             French                   French
826            99.0 2005             French                   French
827            13.0 2009             French                   French
828            14.0 2013             French                   French
829            15.0 2016             French                   French
830            16.0 2020             French                   French
831             2.0 1936             French                   French
832             3.0 1948             French                   French
833             4.0 1959             French                   French
834             5.0 1970             French                   French
835             6.0 1975             French                   French
836             7.0 1980             French                   French
837             8.0 1986             French                   French
838             9.0 1991             French                   French
839            10.0 1996             French                   French
840            11.0 2001             French                   French
841            99.0 2005             French                   French
842            13.0 2009             French                   French
843            14.0 2013             French                   French
844            15.0 2016             French                   French
845            16.0 2020             French                   French
846             7.0 1980              Swiss                    Other
847             8.0 1986              Swiss                    Other
848             9.0 1991              Swiss                    Other
849            10.0 1996              Swiss                    Other
850            11.0 2001              Swiss                    Other
851            99.0 2005              Swiss                    Other
852            13.0 2009              Swiss                    Other
853            14.0 2013              Swiss                    Other
854            15.0 2016              Swiss                    Other
855            16.0 2020              Swiss                    Other
856             9.0 1991           American                 American
857            10.0 1996           American                 American
858            11.0 2001           American                 American
859            99.0 2005           American                 American
860            13.0 2009           American                 American
861            14.0 2013           American                 American
862            15.0 2016           American                 American
863            16.0 2020           American                 American
864             9.0 1991            British                  British
865             3.0 1948  Austrian-American                    Other
866             9.0 1991             French                   French
867            10.0 1996             French                   French
868            11.0 2001             French                   French
869            99.0 2005             French                   French
870            10.0 1996             French                   French
871             4.0 1959           Japanese                    Other
872             6.0 1975           Japanese                    Other
873             1.0 1926             French                   French
874             2.0 1936             French                   French
875             3.0 1948             French                   French
876             4.0 1959             French                   French
877             5.0 1970             French                   French
878             6.0 1975             French                   French
879             7.0 1980             French                   French
880             8.0 1986             French                   French
881             9.0 1991             French                   French
882            10.0 1996             French                   French
883            11.0 2001             French                   French
884            99.0 2005             French                   French
885            13.0 2009             French                   French
886            14.0 2013             French                   French
887            15.0 2016             French                   French
888            16.0 2020             French                   French
889            11.0 2001            Chinese                    Other
890             7.0 1980            Russian                    Other
891             8.0 1986            Russian                    Other
892             9.0 1991            Russian                    Other
893            10.0 1996            Russian                    Other
894             6.0 1975           American                 American
895             7.0 1980           American                 American
896             4.0 1959           American                 American
897             5.0 1970           American                 American
898             6.0 1975           American                 American
899             7.0 1980           American                 American
900             8.0 1986           American                 American
901             9.0 1991           American                 American
902            10.0 1996           American                 American
903            11.0 2001           American                 American
904            99.0 2005           American                 American
905            13.0 2009           American                 American
906            14.0 2013           American                 American
907            15.0 2016           American                 American
908            16.0 2020           American                 American
909             9.0 1991           American                 American
910            10.0 1996           American                 American
911            11.0 2001           American                 American
912            99.0 2005           American                 American
913            13.0 2009           American                 American
914            14.0 2013           American                 American
915            15.0 2016           American                 American
916            16.0 2020           American                 American
917             4.0 1959             French                   French
918             5.0 1970             French                   French
919             6.0 1975             French                   French
920             7.0 1980             French                   French
921             8.0 1986             French                   French
922             9.0 1991             French                   French
923            10.0 1996             French                   French
924            11.0 2001             French                   French
925            99.0 2005             French                   French
926            13.0 2009             French                   French
927            14.0 2013             French                   French
928            15.0 2016             French                   French
929            16.0 2020             French                   French
930             1.0 1926           American                 American
931             2.0 1936           American                 American
932             3.0 1948           American                 American
933             4.0 1959           American                 American
934             9.0 1991           American                 American
935            10.0 1996           American                 American
936            11.0 2001           American                 American
937              NA 2005           American                 American
938            13.0 2009           American                 American
939            14.0 2013           American                 American
940            15.0 2016           American                 American
941            16.0 2020           American                 American
942             5.0 1970            Belgian                    Other
943             6.0 1975            Belgian                    Other
944             7.0 1980            Belgian                    Other
945             8.0 1986            Belgian                    Other
946             9.0 1991            Belgian                    Other
947            10.0 1996            Belgian                    Other
948            14.0 2013            Belgian                    Other
949            15.0 2016            Belgian                    Other
950            16.0 2020            Belgian                    Other
951            15.0 2016           American                 American
952            16.0 2020           American                 American
953             7.0 1980             French                   French
954             8.0 1986             French                   French
955             9.0 1991           American                 American
956            11.0 2001           American                 American
957              NA 2005           American                 American
958            13.0 2009           American                 American
959            14.0 2013           American                 American
960            15.0 2016           American                 American
961            16.0 2020           American                 American
962             9.0 1991      German-French                    Other
963            11.0 2001      German-French                    Other
964              NA 2005      German-French                    Other
965            13.0 2009      German-French                    Other
966            14.0 2013      German-French                    Other
967            15.0 2016      German-French                    Other
968            16.0 2020      German-French                    Other
969             1.0 1926             French                   French
970             2.0 1936             French                   French
971             3.0 1948             French                   French
972             4.0 1959             French                   French
973             5.0 1970             French                   French
974             6.0 1975             French                   French
975             7.0 1980             French                   French
976             8.0 1986             French                   French
977             9.0 1991             French                   French
978            10.0 1996             French                   French
979            11.0 2001             French                   French
980              NA 2005             French                   French
981            13.0 2009             French                   French
982            14.0 2013             French                   French
983            15.0 2016             French                   French
984            16.0 2020             French                   French
985             2.0 1936             French                   French
986             4.0 1959             French                   French
987             5.0 1970             French                   French
988             6.0 1975             French                   French
989             7.0 1980             French                   French
990             8.0 1986             French                   French
991             9.0 1991             French                   French
992            10.0 1996             French                   French
993            11.0 2001             French                   French
994             4.0 1959             French                   French
995             5.0 1970             French                   French
996             6.0 1975             French                   French
997             7.0 1980             French                   French
998             8.0 1986             French                   French
999             9.0 1991             French                   French
1000           10.0 1996             French                   French
1001           11.0 2001             French                   French
1002             NA 2005             French                   French
1003           13.0 2009             French                   French
1004           14.0 2013             French                   French
1005           15.0 2016             French                   French
1006           16.0 2020             French                   French
1007            5.0 1970             French                   French
1008            6.0 1975             French                   French
1009            7.0 1980             French                   French
1010           10.0 1996             French                   French
1011           11.0 2001             French                   French
1012             NA 2005             French                   French
1013           13.0 2009             French                   French
1014           14.0 2013             French                   French
1015           15.0 2016             French                   French
1016           16.0 2020             French                   French
1017            1.0 1926             French                   French
1018            2.0 1936             French                   French
1019            4.0 1959             French                   French
1020            5.0 1970             French                   French
1021            6.0 1975             French                   French
1022            7.0 1980             French                   French
1023            8.0 1986             French                   French
1024            9.0 1991             French                   French
1025           10.0 1996             French                   French
1026           11.0 2001             French                   French
1027             NA 2005             French                   French
1028           13.0 2009             French                   French
1029           14.0 2013             French                   French
1030           15.0 2016             French                   French
1031           16.0 2020             French                   French
1032            5.0 1970             French                   French
1033            6.0 1975             French                   French
1034            7.0 1980             French                   French
1035            8.0 1986             French                   French
1036            9.0 1991             French                   French
1037           10.0 1996             French                   French
1038           11.0 2001             French                   French
1039             NA 2005             French                   French
1040           13.0 2009             French                   French
1041           14.0 2013             French                   French
1042           15.0 2016             French                   French
1043           16.0 2020             French                   French
1044            7.0 1980             French                   French
1045            4.0 1959             French                   French
1046           10.0 1996             French                   French
1047            5.0 1970             French                   French
1048            6.0 1975             French                   French
1049            7.0 1980             French                   French
1050            8.0 1986             French                   French
1051            9.0 1991             French                   French
1052           10.0 1996             French                   French
1053           14.0 2013           American                 American
1054           15.0 2016           American                 American
1055           16.0 2020           American                 American
1056           14.0 2013            British                  British
1057           15.0 2016            British                  British
1058           16.0 2020            British                  British
1059            3.0 1948            Spanish                  Spanish
1060            4.0 1959            Spanish                  Spanish
1061            5.0 1970            Spanish                  Spanish
1062            6.0 1975            Spanish                  Spanish
1063            7.0 1980            Spanish                  Spanish
1064            8.0 1986            Spanish                  Spanish
1065            9.0 1991            Spanish                  Spanish
1066           10.0 1996            Spanish                  Spanish
1067           11.0 2001            Spanish                  Spanish
1068             NA 2005            Spanish                  Spanish
1069           13.0 2009            Spanish                  Spanish
1070           14.0 2013            Spanish                  Spanish
1071           15.0 2016            Spanish                  Spanish
1072           16.0 2020            Spanish                  Spanish
1073           15.0 2016           American                 American
1074           16.0 2020           American                 American
1075            9.0 1991           American                 American
1076            7.0 1980             German                   German
1077            1.0 1926            British                  British
1078            2.0 1936            British                  British
1079            3.0 1948            British                  British
1080            4.0 1959            British                  British
1081            5.0 1970            British                  British
1082            6.0 1975            British                  British
1083            7.0 1980            British                  British
1084            8.0 1986            British                  British
1085            9.0 1991            British                  British
1086           10.0 1996            British                  British
1087           11.0 2001            British                  British
1088             NA 2005            British                  British
1089           13.0 2009            British                  British
1090           14.0 2013            British                  British
1091           15.0 2016            British                  British
1092           16.0 2020            British                  British
1093            7.0 1980            British                  British
1094            8.0 1986            British                  British
1095            9.0 1991            British                  British
1096           10.0 1996            British                  British
1097           11.0 2001            British                  British
1098             NA 2005            British                  British
1099           13.0 2009            British                  British
1100           14.0 2013            British                  British
1101           15.0 2016            British                  British
1102           16.0 2020            British                  British
1103            7.0 1980            British                  British
1104            8.0 1986            British                  British
1105           10.0 1996            British                  British
1106            2.0 1936           American                 American
1107            9.0 1991           American                 American
1108            3.0 1948           American                 American
1109            4.0 1959           American                 American
1110            1.0 1926           American                 American
1111            2.0 1936           American                 American
1112            3.0 1948           American                 American
1113            4.0 1959           American                 American
1114            7.0 1980           American                 American
1115            8.0 1986           American                 American
1116            9.0 1991           American                 American
1117           10.0 1996           American                 American
1118           11.0 2001           American                 American
1119             NA 2005           American                 American
1120           13.0 2009           American                 American
1121           14.0 2013           American                 American
1122           15.0 2016           American                 American
1123           16.0 2020           American                 American
1124            2.0 1936           American                 American
1125            3.0 1948           American                 American
1126            4.0 1959           American                 American
1127            9.0 1991           American                 American
1128           10.0 1996           American                 American
1129           11.0 2001           American                 American
1130             NA 2005           American                 American
1131           13.0 2009           American                 American
1132           14.0 2013           American                 American
1133           15.0 2016           American                 American
1134           16.0 2020           American                 American
1135            2.0 1936           American                 American
1136            3.0 1948           American                 American
1137            4.0 1959           American                 American
1138             NA 2005           American                 American
1139           13.0 2009           American                 American
1140           14.0 2013           American                 American
1141           15.0 2016           American                 American
1142           16.0 2020           American                 American
1143            4.0 1959           American                 American
1144            3.0 1948            Mexican                    Other
1145            4.0 1959            Mexican                    Other
1146            7.0 1980            Mexican                    Other
1147            8.0 1986            Mexican                    Other
1148            9.0 1991            Mexican                    Other
1149           10.0 1996            Mexican                    Other
1150           11.0 2001            Mexican                    Other
1151             NA 2005            Mexican                    Other
1152           13.0 2009            Mexican                    Other
1153           14.0 2013            Mexican                    Other
1154           15.0 2016            Mexican                    Other
1155           16.0 2020            Mexican                    Other
1156            3.0 1948            Mexican                    Other
1157            4.0 1959            Mexican                    Other
1158            3.0 1948            Mexican                    Other
1159            3.0 1948           Peruvian                    Other
1160           11.0 2001             German                   German
1161             NA 2005             German                   German
1162            1.0 1926            British                  British
1163            2.0 1936            British                  British
1164            3.0 1948            British                  British
1165            4.0 1959            British                  British
1166            5.0 1970            British                  British
1167            6.0 1975            British                  British
1168            7.0 1980            British                  British
1169            8.0 1986            British                  British
1170            9.0 1991            British                  British
1171           10.0 1996            British                  British
1172           11.0 2001            British                  British
1173             NA 2005            British                  British
1174           13.0 2009            British                  British
1175           14.0 2013            British                  British
1176           15.0 2016            British                  British
1177           16.0 2020            British                  British
1178            2.0 1936           American                 American
1179            3.0 1948           American                 American
1180            4.0 1959   Italian-American                    Other
1181            9.0 1991            British                  British
1182           10.0 1996            British                  British
1183           11.0 2001            British                  British
1184             NA 2005            British                  British
1185           13.0 2009            British                  British
1186           14.0 2013            British                  British
1187           15.0 2016            British                  British
1188           16.0 2020            British                  British
1189            5.0 1970            British                  British
1190            6.0 1975            British                  British
1191            7.0 1980            British                  British
1192            4.0 1959           American                 American
1193            9.0 1991           American                 American
1194            9.0 1991           American                 American
1195           10.0 1996           American                 American
1196           10.0 1996           American                 American
1197           11.0 2001           American                 American
1198           11.0 2001           American                 American
1199             NA 2005           American                 American
1200             NA 2005           American                 American
1201           13.0 2009           American                 American
1202           13.0 2009           American                 American
1203           14.0 2013           American                 American
1204           14.0 2013           American                 American
1205           15.0 2016           American                 American
1206           15.0 2016           American                 American
1207           16.0 2020           American                 American
1208           16.0 2020           American                 American
1209            7.0 1980             French                   French
1210            8.0 1986             French                   French
1211           10.0 1996             French                   French
1212            3.0 1948           Peruvian                    Other
1213            4.0 1959            British                  British
1214             NA 2005            British                  British
1215           13.0 2009            British                  British
1216           14.0 2013            British                  British
1217           15.0 2016            British                  British
1218           16.0 2020            British                  British
1219           10.0 1996           American                 American
1220           11.0 2001           American                 American
1221             NA 2005           American                 American
1222           13.0 2009           American                 American
1223           14.0 2013           American                 American
1224           15.0 2016           American                 American
1225           16.0 2020           American                 American
1226           11.0 2001               Thai                    Other
1227           14.0 2013           Japanese                    Other
1228           15.0 2016           Japanese                    Other
1229           16.0 2020           Japanese                    Other
1230            6.0 1975       Swiss-French                    Other
1231           11.0 2001       Swiss-French                    Other
1232             NA 2005       Swiss-French                    Other
1233           13.0 2009       Swiss-French                    Other
1234           14.0 2013       Swiss-French                    Other
1235           15.0 2016       Swiss-French                    Other
1236           16.0 2020       Swiss-French                    Other
1237            5.0 1970             German                   German
1238            6.0 1975             German                   German
1239            7.0 1980             German                   German
1240            8.0 1986             German                   German
1241            9.0 1991             German                   German
1242           10.0 1996             German                   German
1243           11.0 2001             German                   German
1244             NA 2005             German                   German
1245           13.0 2009             German                   German
1246           14.0 2013             German                   German
1247           15.0 2016             German                   German
1248           16.0 2020             German                   German
1249           11.0 2001           Japanese                    Other
1250             NA 2005           Japanese                    Other
1251           13.0 2009           Japanese                    Other
1252           14.0 2013           Japanese                    Other
1253           15.0 2016           Japanese                    Other
1254           16.0 2020           Japanese                    Other
1255            5.0 1970            Russian                    Other
1256            6.0 1975            Russian                    Other
1257            7.0 1980            Russian                    Other
1258            8.0 1986            Russian                    Other
1259            9.0 1991            Russian                    Other
1260           10.0 1996            Russian                    Other
1261           11.0 2001            Russian                    Other
1262             NA 2005            Russian                    Other
1263           13.0 2009            Russian                    Other
1264           14.0 2013            Russian                    Other
1265           15.0 2016            Russian                    Other
1266           16.0 2020            Russian                    Other
1267           14.0 2013           American                 American
1268           15.0 2016           American                 American
1269           16.0 2020           American                 American
1270           16.0 2020           American                 American
1271            4.0 1959             German                   German
1272            5.0 1970             German                   German
1273            6.0 1975             German                   German
1274            7.0 1980             German                   German
1275            8.0 1986             German                   German
1276            9.0 1991             German                   German
1277           10.0 1996             German                   German
1278           11.0 2001             German                   German
1279             NA 2005             German                   German
1280           13.0 2009             German                   German
1281           14.0 2013             German                   German
1282           15.0 2016             German                   German
1283           16.0 2020             German                   German
1284           11.0 2001          Hungarian                    Other
1285             NA 2005          Hungarian                    Other
1286            8.0 1986           American                 American
1287            9.0 1991           American                 American
1288           10.0 1996           American                 American
1289           11.0 2001           American                 American
1290             NA 2005           American                 American
1291           13.0 2009           American                 American
1292           14.0 2013           American                 American
1293           15.0 2016           American                 American
1294           16.0 2020           American                 American
1295            9.0 1991           American                 American
1296           11.0 2001           American                 American
1297             NA 2005           American                 American
1298           13.0 2009           American                 American
1299            4.0 1959             French                   French
1300            7.0 1980             French                   French
1301            9.0 1991             French                   French
1302           10.0 1996             French                   French
1303           11.0 2001             French                   French
1304             NA 2005             French                   French
1305           13.0 2009             French                   French
1306           14.0 2013             French                   French
1307           15.0 2016             French                   French
1308           16.0 2020             French                   French
1309           14.0 2013            British                  British
1310           15.0 2016            British                  British
1311           16.0 2020            British                  British
1312            9.0 1991           American                 American
1313            4.0 1959     Russian-French                    Other
1314            5.0 1970     Russian-French                    Other
1315            6.0 1975     Russian-French                    Other
1316            7.0 1980     Russian-French                    Other
1317            8.0 1986     Russian-French                    Other
1318            9.0 1991     Russian-French                    Other
1319           10.0 1996     Russian-French                    Other
1320            5.0 1970             French                   French
1321            6.0 1975             French                   French
1322            7.0 1980             French                   French
1323            8.0 1986             French                   French
1324            9.0 1991             French                   French
1325           10.0 1996             French                   French
1326           11.0 2001             French                   French
1327             NA 2005             French                   French
1328           13.0 2009             French                   French
1329           14.0 2013             French                   French
1330           15.0 2016             French                   French
1331           16.0 2020             French                   French
1332           14.0 2013           American                 American
1333           15.0 2016           American                 American
1334           16.0 2020           American                 American
1335            3.0 1948              Cuban                    Other
1336            6.0 1975           American                 American
1337            7.0 1980           American                 American
1338            8.0 1986           American                 American
1339            9.0 1991           American                 American
1340           10.0 1996           American                 American
1341           11.0 2001           American                 American
1342             NA 2005           American                 American
1343           13.0 2009           American                 American
1344           14.0 2013           American                 American
1345           15.0 2016           American                 American
1346           16.0 2020           American                 American
1347            8.0 1986           American                 American
1348            9.0 1991           American                 American
1349           10.0 1996           American                 American
1350           11.0 2001           American                 American
1351             NA 2005           American                 American
1352           13.0 2009           American                 American
1353             NA 2005           American                 American
1354           13.0 2009           American                 American
1355           14.0 2013           American                 American
1356           15.0 2016           American                 American
1357           16.0 2020           American                 American
1358           15.0 2016           American                 American
1359           16.0 2020           American                 American
1360            6.0 1975           Japanese                    Other
1361           11.0 2001           Japanese                    Other
1362            7.0 1980           American                 American
1363            8.0 1986           American                 American
1364            9.0 1991           American                 American
1365           10.0 1996           American                 American
1366           11.0 2001           American                 American
1367             NA 2005           American                 American
1368           13.0 2009           American                 American
1369           14.0 2013           American                 American
1370           15.0 2016           American                 American
1371           16.0 2020           American                 American
1372           11.0 2001         Australian                    Other
1373            3.0 1948             German                   German
1374            5.0 1970             German                   German
1375            6.0 1975             German                   German
1376            7.0 1980             German                   German
1377            8.0 1986             German                   German
1378            9.0 1991             German                   German
1379           10.0 1996             German                   German
1380           11.0 2001             German                   German
1381             NA 2005             German                   German
1382           13.0 2009             German                   German
1383           14.0 2013             German                   German
1384           15.0 2016             German                   German
1385           16.0 2020             German                   German
1386            6.0 1975             German                   German
1387            7.0 1980             German                   German
1388            8.0 1986             German                   German
1389            9.0 1991             German                   German
1390           10.0 1996             German                   German
1391           11.0 2001             German                   German
1392             NA 2005             German                   German
1393           13.0 2009             German                   German
1394           14.0 2013             German                   German
1395           15.0 2016             German                   German
1396           16.0 2020             German                   German
1397           11.0 2001         Polynesian                    Other
1398             NA 2005         Polynesian                    Other
1399           13.0 2009         Polynesian                    Other
1400           14.0 2013         Polynesian                    Other
1401           15.0 2016         Polynesian                    Other
1402           16.0 2020         Polynesian                    Other
1403           14.0 2013           American                 American
1404           15.0 2016           American                 American
1405           16.0 2020           American                 American
1406            9.0 1991           Canadian                    Other
1407           10.0 1996           Canadian                    Other
1408           11.0 2001           Canadian                    Other
1409             NA 2005           Canadian                    Other
1410           13.0 2009           Canadian                    Other
1411           14.0 2013           Canadian                    Other
1412           15.0 2016           Canadian                    Other
1413           16.0 2020           Canadian                    Other
1414           10.0 1996           American                 American
1415           11.0 2001           American                 American
1416             NA 2005           American                 American
1417           13.0 2009           American                 American
1418           14.0 2013           American                 American
1419           15.0 2016           American                 American
1420           16.0 2020           American                 American
1421           13.0 2009                N/A                    Other
1422           14.0 2013                N/A                    Other
1423           15.0 2016                N/A                    Other
1424           16.0 2020                N/A                    Other
1425            2.0 1936                N/A                    Other
1426            1.0 1926             Indian                    Other
1427            2.0 1936             Indian                    Other
1428           11.0 2001             Indian                    Other
1429             NA 2005             Indian                    Other
1430           13.0 2009             Indian                    Other
1431           14.0 2013             Indian                    Other
1432           15.0 2016             Indian                    Other
1433           11.0 2001             Indian                    Other
1434             NA 2005             Indian                    Other
1435           13.0 2009             Indian                    Other
1436           14.0 2013             Indian                    Other
1437           15.0 2016             Indian                    Other
1438           16.0 2020             Indian                    Other
1439            1.0 1926                N/A                    Other
1440            2.0 1936                N/A                    Other
1441            4.0 1959                N/A                    Other
1442           11.0 2001  French Polynesian                    Other
1443             NA 2005  French Polynesian                    Other
1444           13.0 2009  French Polynesian                    Other
1445           14.0 2013  French Polynesian                    Other
1446           15.0 2016  French Polynesian                    Other
1447           16.0 2020  French Polynesian                    Other
1448           10.0 1996                N/A                    Other
1449            6.0 1975                N/A                    Other
1450            3.0 1948                N/A                    Other
1451            6.0 1975           American                 American
1452           15.0 2016                N/A                    Other
1453             NA 2005         Australian                    Other
1454           13.0 2009         Australian                    Other
1455           14.0 2013         Australian                    Other
1456           16.0 2020         Australian                    Other
1457            5.0 1970                N/A                    Other
1458            6.0 1975                N/A                    Other
1459            7.0 1980                N/A                    Other
1460            1.0 1926                N/A                    Other
1461            2.0 1936                N/A                    Other
1462             NA 2005                N/A                    Other
1463           13.0 2009                N/A                    Other
1464           14.0 2013                N/A                    Other
1465           15.0 2016                N/A                    Other
1466           16.0 2020                N/A                    Other
1467             NA 2005           American                 American
1468           13.0 2009           American                 American
1469           14.0 2013           American                 American
1470           15.0 2016           American                 American
1471           16.0 2020           American                 American
1472           11.0 2001           American                 American
1473             NA 2005           American                 American
1474           13.0 2009           American                 American
1475           14.0 2013           American                 American
1476           15.0 2016           American                 American
1477           16.0 2020           American                 American
1478           11.0 2001         Australian                    Other
1479            4.0 1959             French                   French
1480            9.0 1991             French                   French
1481           10.0 1996             French                   French
1482           11.0 2001             French                   French
1483             NA 2005             French                   French
1484           13.0 2009             French                   French
1485           14.0 2013             French                   French
1486           15.0 2016             French                   French
1487           16.0 2020             French                   French
1488            8.0 1986           American                 American
1489            9.0 1991           American                 American
1490            9.0 1991             French                   French
1491           10.0 1996             French                   French
1492            2.0 1936             French                   French
1493            7.0 1980             French                   French
1494            8.0 1986             French                   French
1495            9.0 1991             French                   French
1496           10.0 1996             French                   French
1497           11.0 2001             French                   French
1498             NA 2005             French                   French
1499           13.0 2009             French                   French
1500           14.0 2013             French                   French
1501           15.0 2016             French                   French
1502           16.0 2020             French                   French
1503            4.0 1959            Swedish                    Other
1504            6.0 1975           Austrian                    Other
1505            7.0 1980           Austrian                    Other
1506            8.0 1986           Austrian                    Other
1507           10.0 1996           Austrian                    Other
1508           11.0 2001             German                   German
1509             NA 2005             German                   German
1510           13.0 2009             German                   German
1511           14.0 2013             German                   German
1512           15.0 2016             German                   German
1513           16.0 2020             German                   German
1514            1.0 1926            Spanish                  Spanish
1515            2.0 1936            Spanish                  Spanish
1516            3.0 1948            Spanish                  Spanish
1517            4.0 1959            Spanish                  Spanish
1518            5.0 1970            Spanish                  Spanish
1519            6.0 1975            Spanish                  Spanish
1520            7.0 1980            Spanish                  Spanish
1521            8.0 1986            Spanish                  Spanish
1522            9.0 1991            Spanish                  Spanish
1523           10.0 1996            Spanish                  Spanish
1524           11.0 2001            Spanish                  Spanish
1525             NA 2005            Spanish                  Spanish
1526           13.0 2009            Spanish                  Spanish
1527           14.0 2013            Spanish                  Spanish
1528           15.0 2016            Spanish                  Spanish
1529           16.0 2020            Spanish                  Spanish
1530            1.0 1926             French                   French
1531            2.0 1936             French                   French
1532            3.0 1948             French                   French
1533            4.0 1959             French                   French
1534            5.0 1970             French                   French
1535            6.0 1975             French                   French
1536            7.0 1980             French                   French
1537            8.0 1986             French                   French
1538            9.0 1991             French                   French
1539           10.0 1996             French                   French
1540           11.0 2001             French                   French
1541             NA 2005             French                   French
1542           13.0 2009             French                   French
1543           14.0 2013             French                   French
1544           15.0 2016             French                   French
1545           16.0 2020             French                   French
1546            7.0 1980             French                   French
1547            1.0 1926             French                   French
1548            2.0 1936             French                   French
1549            3.0 1948             French                   French
1550            4.0 1959             French                   French
1551            5.0 1970             French                   French
1552            6.0 1975             French                   French
1553            7.0 1980             French                   French
1554            8.0 1986             French                   French
1555            9.0 1991             French                   French
1556           10.0 1996             French                   French
1557           11.0 2001             French                   French
1558             NA 2005             French                   French
1559           13.0 2009             French                   French
1560           14.0 2013             French                   French
1561           15.0 2016             French                   French
1562           16.0 2020             French                   French
1563            4.0 1959       Swiss-German                    Other
1564            5.0 1970       Swiss-German                    Other
1565            6.0 1975       Swiss-German                    Other
1566            7.0 1980       Swiss-German                    Other
1567            8.0 1986       Swiss-German                    Other
1568            9.0 1991       Swiss-German                    Other
1569           10.0 1996       Swiss-German                    Other
1570           11.0 2001       Swiss-German                    Other
1571             NA 2005       Swiss-German                    Other
1572           13.0 2009       Swiss-German                    Other
1573           14.0 2013       Swiss-German                    Other
1574           15.0 2016       Swiss-German                    Other
1575           16.0 2020       Swiss-German                    Other
1576            3.0 1948          Uruguayan                    Other
1577            4.0 1959            British                  British
1578            9.0 1991            British                  British
1579           10.0 1996           American                 American
1580            7.0 1980             German                   German
1581            8.0 1986             German                   German
1582            9.0 1991             German                   German
1583           10.0 1996             German                   German
1584            1.0 1926             French                   French
1585            7.0 1980             French                   French
1586            8.0 1986             French                   French
1587            9.0 1991             French                   French
1588           10.0 1996             French                   French
1589           11.0 2001             French                   French
1590             NA 2005             French                   French
1591           13.0 2009             French                   French
1592           14.0 2013             French                   French
1593           15.0 2016             French                   French
1594           16.0 2020             French                   French
1595            3.0 1948              Dutch                    Other
1596            4.0 1959              Dutch                    Other
1597            5.0 1970              Dutch                    Other
1598            6.0 1975              Dutch                    Other
1599            7.0 1980              Dutch                    Other
1600            8.0 1986              Dutch                    Other
1601            9.0 1991              Dutch                    Other
1602           10.0 1996              Dutch                    Other
1603           11.0 2001              Dutch                    Other
1604             NA 2005              Dutch                    Other
1605           13.0 2009              Dutch                    Other
1606           14.0 2013              Dutch                    Other
1607           15.0 2016              Dutch                    Other
1608           16.0 2020              Dutch                    Other
1609           15.0 2016            Italian                    Other
1610           16.0 2020            Italian                    Other
1611            5.0 1970             French                   French
1612            6.0 1975             French                   French
1613            7.0 1980             French                   French
1614            8.0 1986             French                   French
1615           10.0 1996             French                   French
1616           10.0 1996            Belgian                    Other
1617           11.0 2001            Belgian                    Other
1618             NA 2005            Belgian                    Other
1619           13.0 2009            Belgian                    Other
1620           14.0 2013            Belgian                    Other
1621           15.0 2016            Belgian                    Other
1622           16.0 2020            Belgian                    Other
1623            9.0 1991           American                 American
1624            6.0 1975           American                 American
1625            7.0 1980           American                 American
1626            8.0 1986           American                 American
1627           10.0 1996           American                 American
1628            6.0 1975            British                  British
1629            7.0 1980            British                  British
1630            8.0 1986            British                  British
1631            9.0 1991            British                  British
1632           10.0 1996            British                  British
1633           11.0 2001            British                  British
1634             NA 2005            British                  British
1635           13.0 2009            British                  British
1636           14.0 2013            British                  British
1637           15.0 2016            British                  British
1638           16.0 2020            British                  British
1639           10.0 1996             French                   French
1640           11.0 2001             French                   French
1641             NA 2005             French                   French
1642           13.0 2009             French                   French
1643           14.0 2013             French                   French
1644           15.0 2016             French                   French
1645           16.0 2020             French                   French
1646            9.0 1991              Swiss                    Other
1647           16.0 2020              Swiss                    Other
1648           14.0 2013           American                 American
1649           15.0 2016           American                 American
1650           16.0 2020           American                 American
1651            9.0 1991           American                 American
1652           10.0 1996           American                 American
1653            7.0 1980             French                   French
1654            8.0 1986             French                   French
1655            9.0 1991             French                   French
1656           10.0 1996             French                   French
1657           11.0 2001             French                   French
1658             NA 2005             French                   French
1659           13.0 2009             French                   French
1660           14.0 2013             French                   French
1661           15.0 2016             French                   French
1662           16.0 2020             French                   French
1663            5.0 1970           American                 American
1664            6.0 1975           American                 American
1665            7.0 1980           American                 American
1666            8.0 1986           American                 American
1667           10.0 1996           American                 American
1668           11.0 2001           American                 American
1669             NA 2005           American                 American
1670           13.0 2009           American                 American
1671           14.0 2013           American                 American
1672           15.0 2016           American                 American
1673           16.0 2020           American                 American
1674            3.0 1948            Spanish                  Spanish
1675            4.0 1959            Spanish                  Spanish
1676            5.0 1970            Spanish                  Spanish
1677            6.0 1975            Spanish                  Spanish
1678            7.0 1980            Spanish                  Spanish
1679            8.0 1986            Spanish                  Spanish
1680            9.0 1991            Spanish                  Spanish
1681           10.0 1996            Spanish                  Spanish
1682           11.0 2001            Spanish                  Spanish
1683             NA 2005            Spanish                  Spanish
1684           13.0 2009            Spanish                  Spanish
1685           14.0 2013            Spanish                  Spanish
1686           15.0 2016            Spanish                  Spanish
1687           16.0 2020            Spanish                  Spanish
1688            9.0 1991           American                 American
1689            2.0 1936           American                 American
1690            3.0 1948           American                 American
1691            4.0 1959           American                 American
1692           11.0 2001            Italian                    Other
1693           14.0 2013 Pakistani-American                    Other
1694           15.0 2016 Pakistani-American                    Other
1695           16.0 2020 Pakistani-American                    Other
1696           11.0 2001           American                 American
1697           14.0 2013            Iranian                    Other
1698           15.0 2016            Iranian                    Other
1699           16.0 2020            Iranian                    Other
1700            4.0 1959           Japanese                    Other
1701            4.0 1959            British                  British
1702            8.0 1986            British                  British
1703            9.0 1991            British                  British
1704           10.0 1996            British                  British
1705           11.0 2001            British                  British
1706             NA 2005            British                  British
1707           13.0 2009            British                  British
1708           14.0 2013            British                  British
1709           15.0 2016            British                  British
1710           16.0 2020            British                  British
1711             NA 2005             Korean                    Other
1712           13.0 2009             Korean                    Other
1713             NA 2005                N/A                    Other
1714            3.0 1948           American                 American
1715            4.0 1959           American                 American
1716            6.0 1975           American                 American
1717            7.0 1980           American                 American
1718            8.0 1986           American                 American
1719            9.0 1991           American                 American
1720           10.0 1996           American                 American
1721           11.0 2001           American                 American
1722             NA 2005           American                 American
1723           13.0 2009           American                 American
1724           14.0 2013           American                 American
1725           15.0 2016           American                 American
1726           16.0 2020           American                 American
1727           11.0 2001           American                 American
1728             NA 2005           American                 American
1729           13.0 2009           American                 American
1730            3.0 1948           Japanese                    Other
1731            4.0 1959           Japanese                    Other
1732            5.0 1970           Japanese                    Other
1733            6.0 1975           Japanese                    Other
1734            7.0 1980           Japanese                    Other
1735            8.0 1986           Japanese                    Other
1736            9.0 1991           Japanese                    Other
1737           10.0 1996           Japanese                    Other
1738           11.0 2001           Japanese                    Other
1739             NA 2005           Japanese                    Other
1740           13.0 2009           Japanese                    Other
1741           14.0 2013           Japanese                    Other
1742           15.0 2016           Japanese                    Other
1743           16.0 2020           Japanese                    Other
1744            9.0 1991           American                 American
1745           10.0 1996           American                 American
1746           11.0 2001           Japanese                    Other
1747             NA 2005           Japanese                    Other
1748           13.0 2009           Japanese                    Other
1749           14.0 2013           Japanese                    Other
1750           15.0 2016           Japanese                    Other
1751           16.0 2020           Japanese                    Other
1752            7.0 1980             French                   French
1753            8.0 1986             French                   French
1754            4.0 1959             French                   French
1755            5.0 1970             French                   French
1756            6.0 1975             French                   French
1757            7.0 1980             French                   French
1758            8.0 1986             French                   French
1759            9.0 1991             French                   French
1760           10.0 1996             French                   French
1761           11.0 2001             French                   French
1762             NA 2005             French                   French
1763           13.0 2009             French                   French
1764           14.0 2013             French                   French
1765           15.0 2016             French                   French
1766           16.0 2020             French                   French
1767            2.0 1936           American                 American
1768            7.0 1980           American                 American
1769            8.0 1986           American                 American
1770            9.0 1991           American                 American
1771           10.0 1996           American                 American
1772           11.0 2001           American                 American
1773             NA 2005           American                 American
1774           13.0 2009           American                 American
1775           14.0 2013           American                 American
1776           15.0 2016           American                 American
1777           16.0 2020           American                 American
1778            5.0 1970             French                   French
1779            6.0 1975             French                   French
1780            7.0 1980             French                   French
1781            8.0 1986             French                   French
1782            2.0 1936           American                 American
1783            2.0 1936           American                 American
1784            3.0 1948           American                 American
1785            4.0 1959           American                 American
1786            7.0 1980           American                 American
1787            8.0 1986           American                 American
1788            9.0 1991           American                 American
1789           10.0 1996           American                 American
1790           11.0 2001           American                 American
1791             NA 2005           American                 American
1792           13.0 2009           American                 American
1793           14.0 2013           American                 American
1794           15.0 2016           American                 American
1795           16.0 2020           American                 American
1796            1.0 1926            British                  British
1797            2.0 1936            British                  British
1798            3.0 1948            British                  British
1799            4.0 1959            British                  British
1800            5.0 1970            British                  British
1801            6.0 1975            British                  British
1802            7.0 1980            British                  British
1803            8.0 1986            British                  British
1804            9.0 1991            British                  British
1805           10.0 1996            British                  British
1806           11.0 2001            British                  British
1807             NA 2005            British                  British
1808           13.0 2009            British                  British
1809           14.0 2013            British                  British
1810           15.0 2016            British                  British
1811           16.0 2020            British                  British
1812           11.0 2001           American                 American
1813             NA 2005           American                 American
1814           13.0 2009           American                 American
1815           14.0 2013           American                 American
1816           15.0 2016           American                 American
1817           16.0 2020           American                 American
1818           11.0 2001           American                 American
1819             NA 2005           American                 American
1820           13.0 2009           American                 American
1821           14.0 2013           American                 American
1822           15.0 2016           American                 American
1823           16.0 2020           American                 American
1824            3.0 1948           Canadian                    Other
1825            2.0 1936           American                 American
1826            3.0 1948           American                 American
1827           13.0 2009           Japanese                    Other
1828           14.0 2013           Japanese                    Other
1829           15.0 2016           Japanese                    Other
1830           16.0 2020           Japanese                    Other
1831            3.0 1948           Japanese                    Other
1832           11.0 2001          Congolese                    Other
1833             NA 2005          Congolese                    Other
1834           13.0 2009          Congolese                    Other
1835           15.0 2016          Congolese                    Other
1836           16.0 2020          Congolese                    Other
1837            9.0 1991   Hungarian-French                    Other
1838           10.0 1996   Hungarian-French                    Other
1839            2.0 1936              Dutch                    Other
1840            3.0 1948              Dutch                    Other
1841            4.0 1959              Dutch                    Other
1842            5.0 1970              Dutch                    Other
1843            6.0 1975              Dutch                    Other
1844            7.0 1980              Dutch                    Other
1845            8.0 1986              Dutch                    Other
1846            9.0 1991              Dutch                    Other
1847           10.0 1996              Dutch                    Other
1848           11.0 2001              Dutch                    Other
1849             NA 2005              Dutch                    Other
1850           13.0 2009              Dutch                    Other
1851           14.0 2013              Dutch                    Other
1852           15.0 2016              Dutch                    Other
1853           16.0 2020              Dutch                    Other
1854           11.0 2001           American                 American
1855            3.0 1948            Russian                    Other
1856            4.0 1959            Russian                    Other
1857            5.0 1970            Russian                    Other
1858            6.0 1975            Russian                    Other
1859            7.0 1980            Russian                    Other
1860            8.0 1986            Russian                    Other
1861            9.0 1991            Russian                    Other
1862           10.0 1996            Russian                    Other
1863           11.0 2001            Russian                    Other
1864             NA 2005            Russian                    Other
1865           13.0 2009            Russian                    Other
1866           14.0 2013            Russian                    Other
1867           15.0 2016            Russian                    Other
1868           16.0 2020            Russian                    Other
1869           15.0 2016              Cuban                    Other
1870           16.0 2020              Cuban                    Other
1871            7.0 1980             German                   German
1872            8.0 1986             German                   German
1873            9.0 1991             German                   German
1874           10.0 1996             German                   German
1875             NA 2005             German                   German
1876           13.0 2009             German                   German
1877           14.0 2013             German                   German
1878           15.0 2016             German                   German
1879           16.0 2020             German                   German
1880            6.0 1975     Dutch-American                    Other
1881            7.0 1980     Dutch-American                    Other
1882            8.0 1986     Dutch-American                    Other
1883            9.0 1991     Dutch-American                    Other
1884           10.0 1996     Dutch-American                    Other
1885           11.0 2001     Dutch-American                    Other
1886             NA 2005     Dutch-American                    Other
1887           13.0 2009     Dutch-American                    Other
1888           14.0 2013     Dutch-American                    Other
1889           15.0 2016     Dutch-American                    Other
1890           16.0 2020     Dutch-American                    Other
1891            2.0 1936            British                  British
1892            3.0 1948            British                  British
1893            4.0 1959            British                  British
1894            7.0 1980            British                  British
1895            8.0 1986            British                  British
1896            9.0 1991            British                  British
1897           10.0 1996            British                  British
1898           11.0 2001            British                  British
1899             NA 2005            British                  British
1900           13.0 2009            British                  British
1901           14.0 2013            British                  British
1902           15.0 2016            British                  British
1903           16.0 2020            British                  British
1904            4.0 1959            British                  British
1905            9.0 1991            British                  British
1906            5.0 1970            British                  British
1907           10.0 1996            British                  British
1908           11.0 2001            British                  British
1909           14.0 2013            British                  British
1910           11.0 2001           Scottish                    Other
1911             NA 2005           Scottish                    Other
1912            4.0 1959            British                  British
1913            4.0 1959           Canadian                    Other
1914            2.0 1936           American                 American
1915            3.0 1948           American                 American
1916            4.0 1959           American                 American
1917            7.0 1980           American                 American
1918            8.0 1986           American                 American
1919            9.0 1991           American                 American
1920           10.0 1996           American                 American
1921           11.0 2001           American                 American
1922             NA 2005           American                 American
1923           13.0 2009           American                 American
1924           14.0 2013           American                 American
1925           15.0 2016           American                 American
1926           16.0 2020           American                 American
1927           14.0 2013            Chinese                    Other
1928           16.0 2020            Chinese                    Other
1929           15.0 2016           Japanese                    Other
1930           16.0 2020           Japanese                    Other
1931           11.0 2001             Korean                    Other
1932           11.0 2001           Japanese                    Other
1933             NA 2005           Japanese                    Other
1934           13.0 2009           Japanese                    Other
1935            6.0 1975           Japanese                    Other
1936           11.0 2001           Japanese                    Other
1937             NA 2005           Japanese                    Other
1938           13.0 2009           Japanese                    Other
1939           14.0 2013           Japanese                    Other
1940           15.0 2016           Japanese                    Other
1941           16.0 2020           Japanese                    Other
1942           15.0 2016            Chinese                    Other
1943           16.0 2020            Chinese                    Other
1944            5.0 1995             German                   German
1945            6.0 2001             German                   German
1946            3.0 1986           American                 American
1947            4.0 1991           American                 American
1948            5.0 1995           American                 American
1949            6.0 2001           American                 American
1950            5.0 1995           American                 American
1951            6.0 2001           American                 American
1952            7.0 2007             French                   French
1953            8.0 2011             French                   French
1954            7.0 2007    German-American                    Other
1955            7.0 2007           American                 American
1956            8.0 2011           American                 American
1957            3.0 1986             German                   German
1958            4.0 1991             German                   German
1959            5.0 1995             German                   German
1960            6.0 2001             German                   German
1961            2.0 1977            British                  British
1962            3.0 1986            British                  British
1963            4.0 1991            British                  British
1964            5.0 1995            British                  British
1965            6.0 2001            British                  British
1966            3.0 1986           Scottish                    Other
1967            4.0 1991           Scottish                    Other
1968            5.0 1995           Scottish                    Other
1969            6.0 2001           Scottish                    Other
1970            7.0 2007            Russian                    Other
1971            8.0 2011            Russian                    Other
1972            3.0 1986           American                 American
1973            4.0 1991           American                 American
1974            5.0 1995           American                 American
1975            6.0 2001           American                 American
1976            7.0 2007           American                 American
1977            8.0 2011           American                 American
1978            7.0 2007           Japanese                    Other
1979            8.0 2011           Japanese                    Other
1980            7.0 2007             French                   French
1981            8.0 2011             French                   French
1982            3.0 1986          Hungarian                    Other
1983            4.0 1991          Hungarian                    Other
1984            5.0 1995          Hungarian                    Other
1985            6.0 2001          Hungarian                    Other
1986            7.0 2007             French                   French
1987            4.0 1991           American                 American
1988            5.0 1995           American                 American
1989            6.0 2001           American                 American
1990            7.0 2007           American                 American
1991            8.0 2011           American                 American
1992            4.0 1991              Swiss                    Other
1993            5.0 1995              Swiss                    Other
1994            6.0 2001              Swiss                    Other
1995            7.0 2007              Swiss                    Other
1996            8.0 2011              Swiss                    Other
1997            5.0 1995             French                   French
1998            6.0 2001             French                   French
1999            7.0 2007             French                   French
2000            8.0 2011             French                   French
2001            4.0 1991           American                 American
2002            5.0 1995           American                 American
2003            3.0 1986           American                 American
2004            4.0 1991           American                 American
2005            5.0 1995           American                 American
2006            6.0 2001           American                 American
2007            3.0 1986             German                   German
2008            4.0 1991             German                   German
2009            5.0 1995             German                   German
2010            6.0 2001             German                   German
2011            7.0 2007             German                   German
2012            8.0 2011             German                   German
2013            1.0 1963             French                   French
2014            1.1 1969             French                   French
2015            2.0 1977             French                   French
2016            3.0 1986             French                   French
2017            4.0 1991             French                   French
2018            5.0 1995             French                   French
2019            6.0 2001             French                   French
2020            7.0 2007             French                   French
2021            8.0 2011             French                   French
2022            7.0 2007             German                   German
2023            8.0 2011             German                   German
2024            7.0 2007            Italian                    Other
2025            2.0 1977  Armenian-American                    Other
2026            3.0 1986  Armenian-American                    Other
2027            4.0 1991  Armenian-American                    Other
2028            5.0 1995  Armenian-American                    Other
2029            6.0 2001  Armenian-American                    Other
2030            7.0 2007  Armenian-American                    Other
2031            8.0 2011  Armenian-American                    Other
2032            4.0 1991           American                 American
2033            5.0 1995           American                 American
2034            6.0 2001           American                 American
2035            7.0 2007           American                 American
2036            8.0 2011           American                 American
2037            1.1 1969            British                  British
2038            2.0 1977            British                  British
2039            3.0 1986            British                  British
2040            4.0 1991            British                  British
2041            5.0 1995            British                  British
2042            6.0 2001            British                  British
2043            7.0 2007            British                  British
2044            8.0 2011            British                  British
2045            3.0 1986           American                 American
2046            4.0 1991           American                 American
2047            5.0 1995           American                 American
2048            6.0 2001           American                 American
2049            3.0 1986             German                   German
2050            4.0 1991             German                   German
2051            5.0 1995             German                   German
2052            6.0 2001             German                   German
2053            1.0 1963             French                   French
2054            1.1 1969             French                   French
2055            2.0 1977             French                   French
2056            3.0 1986             French                   French
2057            4.0 1991             French                   French
2058            5.0 1995             French                   French
2059            6.0 2001             French                   French
2060            7.0 2007             French                   French
2061            8.0 2011             French                   French
2062            7.0 2007           American                 American
2063            8.0 2011           American                 American
2064            5.0 1995           American                 American
2065            6.0 2001           American                 American
2066            7.0 2007           American                 American
2067            8.0 2011           American                 American
2068            7.0 2007           American                 American
2069            4.0 1991            British                  British
2070            5.0 1995            British                  British
2071            6.0 2001            British                  British
2072            1.0 1963           American                 American
2073            1.1 1969           American                 American
2074            2.0 1977           American                 American
2075            3.0 1986           American                 American
2076            4.0 1991           American                 American
2077            5.0 1995           American                 American
2078            6.0 2001           American                 American
2079            7.0 2007           American                 American
2080            8.0 2011           American                 American
2081            3.0 1986           American                 American
2082            4.0 1991           American                 American
2083            5.0 1995           American                 American
2084            6.0 2001           American                 American
2085            3.0 1986             French                   French
2086            4.0 1991             French                   French
2087            5.0 1995             French                   French
2088            6.0 2001             French                   French
2089            7.0 2007             French                   French
2090            8.0 2011             French                   French
2091            4.0 1991            British                  British
2092            5.0 1995            British                  British
2093            6.0 2001            British                  British
2094            3.0 1986   Hungarian-French                    Other
2095            4.0 1991   Hungarian-French                    Other
2096            5.0 1995   Hungarian-French                    Other
2097            6.0 2001   Hungarian-French                    Other
2098            5.0 1995      Danish-French                    Other
2099            6.0 2001      Danish-French                    Other
2100            7.0 2007      Danish-French                    Other
2101            8.0 2011      Danish-French                    Other
2102            7.0 2007           American                 American
2103            8.0 2011           American                 American
2104            1.0 1963             German                   German
2105            1.1 1969             German                   German
2106            2.0 1977             German                   German
2107            3.0 1986             German                   German
2108            4.0 1991             German                   German
2109            5.0 1995             German                   German
2110            6.0 2001             German                   German
2111            7.0 2007             German                   German
2112            8.0 2011             German                   German
2113            1.0 1963            Russian                    Other
2114            1.1 1969            Russian                    Other
2115            2.0 1977            Russian                    Other
2116            3.0 1986            Russian                    Other
2117            1.0 1963           American                 American
2118            1.1 1969           American                 American
2119            2.0 1977           American                 American
2120            3.0 1986           American                 American
2121            4.0 1991           American                 American
2122            5.0 1995           American                 American
2123            6.0 2001           American                 American
2124            7.0 2007           American                 American
2125            8.0 2011           American                 American
2126            5.0 1995           American                 American
2127            6.0 2001           American                 American
2128            7.0 2007           American                 American
2129            8.0 2011           American                 American
2130            1.0 1963             French                   French
2131            1.1 1969             French                   French
2132            2.0 1977             French                   French
2133            3.0 1986             French                   French
2134            4.0 1991             French                   French
2135            5.0 1995             French                   French
2136            6.0 2001             French                   French
2137            7.0 2007             French                   French
2138            8.0 2011             French                   French
2139            1.1 1969            British                  British
2140            2.0 1977            British                  British
2141            3.0 1986            British                  British
2142            4.0 1991            British                  British
2143            5.0 1995            British                  British
2144            6.0 2001            British                  British
2145            7.0 2007            British                  British
2146            8.0 2011            British                  British
2147            3.0 1986            British                  British
2148            4.0 1991            British                  British
2149            5.0 1995            British                  British
2150            6.0 2001            British                  British
2151            5.0 1995           American                 American
2152            5.0 1995           American                 American
2153            6.0 2001           American                 American
2154            7.0 2007            Mexican                    Other
2155            8.0 2011            Mexican                    Other
2156            2.0 1977           American                 American
2157            3.0 1986           American                 American
2158            4.0 1991           American                 American
2159            5.0 1995           American                 American
2160            3.0 1986           American                 American
2161            4.0 1991           American                 American
2162            5.0 1995           American                 American
2163            6.0 2001           American                 American
2164            7.0 2007           American                 American
2165            8.0 2011           American                 American
2166            3.0 1986            British                  British
2167            4.0 1991            British                  British
2168            5.0 1995            British                  British
2169            6.0 2001            British                  British
2170            7.0 2007            British                  British
2171            8.0 2011            British                  British
2172            7.0 2007           American                 American
2173            1.0 1963             French                   French
2174            1.1 1969             French                   French
2175            2.0 1977             French                   French
2176            3.0 1986             French                   French
2177            4.0 1991             French                   French
2178            5.0 1995             French                   French
2179            6.0 2001             French                   French
2180            7.0 2007             French                   French
2181            8.0 2011             French                   French
2182            1.0 1963             French                   French
2183            1.1 1969             French                   French
2184            2.0 1977             French                   French
2185            3.0 1986             French                   French
2186            4.0 1991             French                   French
2187            5.0 1995             French                   French
2188            6.0 2001             French                   French
2189            7.0 2007             French                   French
2190            8.0 2011             French                   French
2191            1.1 1969             French                   French
2192            2.0 1977             French                   French
2193            3.0 1986             French                   French
2194            4.0 1991             French                   French
2195            5.0 1995             French                   French
2196            6.0 2001             French                   French
2197            7.0 2007             French                   French
2198            8.0 2011             French                   French
2199            1.0 1963          Norwegian                    Other
2200            1.1 1969          Norwegian                    Other
2201            2.0 1977          Norwegian                    Other
2202            3.0 1986          Norwegian                    Other
2203            4.0 1991          Norwegian                    Other
2204            5.0 1995          Norwegian                    Other
2205            6.0 2001          Norwegian                    Other
2206            7.0 2007          Norwegian                    Other
2207            8.0 2011          Norwegian                    Other
2208            5.0 1995            British                  British
2209            6.0 2001            British                  British
2210            7.0 2007            British                  British
2211            2.0 1977           American                 American
2212            3.0 1986           American                 American
2213            4.0 1991           American                 American
2214            5.0 1995           American                 American
2215            6.0 2001           American                 American
2216            7.0 2007           American                 American
2217            8.0 2011           American                 American
2218            3.0 1986           American                 American
2219            4.0 1991           American                 American
2220            5.0 1995           American                 American
2221            6.0 2001           American                 American
2222            7.0 2007           American                 American
2223            8.0 2011           American                 American
2224            3.0 1986           American                 American
2225            4.0 1991           American                 American
2226            5.0 1995           American                 American
2227            6.0 2001           American                 American
2228            7.0 2007           American                 American
2229            8.0 2011           American                 American
2230            7.0 2007           Austrian                    Other
2231            8.0 2011           Austrian                    Other
2232            8.0 2011             French                   French
2233            4.0 1991           American                 American
2234            5.0 1995           American                 American
2235            6.0 2001           American                 American
2236            7.0 2007           American                 American
2237            8.0 2011           American                 American
2238            4.0 1991           American                 American
2239            5.0 1995           American                 American
2240            6.0 2001           American                 American
2241            7.0 2007           American                 American
2242            8.0 2011           American                 American
2243            1.0 1963             German                   German
2244            1.1 1969             German                   German
2245            2.0 1977             German                   German
2246            3.0 1986             German                   German
2247            4.0 1991             German                   German
2248            5.0 1995             German                   German
2249            6.0 2001             German                   German
2250            7.0 2007             German                   German
2251            8.0 2011             German                   German
2252            5.0 1995             German                   German
2253            6.0 2001             German                   German
2254            7.0 2007             German                   German
2255            8.0 2011             German                   German
2256            1.0 1963             German                   German
2257            1.1 1969             German                   German
2258            2.0 1977             German                   German
2259            3.0 1986             German                   German
2260            4.0 1991             German                   German
2261            5.0 1995             German                   German
2262            6.0 2001             German                   German
2263            7.0 2007             German                   German
2264            8.0 2011             German                   German
2265            3.0 1986             French                   French
2266            4.0 1991             French                   French
2267            5.0 1995             French                   French
2268            6.0 2001             French                   French
2269            7.0 2007             French                   French
2270            8.0 2011             French                   French
2271            3.0 1986             French                   French
2272            4.0 1991             French                   French
2273            5.0 1995             French                   French
2274            6.0 2001             French                   French
2275            7.0 2007             French                   French
2276            1.0 1963             French                   French
2277            1.1 1969             French                   French
2278            2.0 1977             French                   French
2279            3.0 1986             French                   French
2280            4.0 1991             French                   French
2281            5.0 1995             French                   French
2282            6.0 2001             French                   French
2283            7.0 2007             French                   French
2284            8.0 2011             French                   French
2285            1.0 1963             French                   French
2286            1.1 1969             French                   French
2287            2.0 1977             French                   French
2288            3.0 1986             French                   French
2289            4.0 1991             French                   French
2290            5.0 1995             French                   French
2291            6.0 2001             French                   French
2292            7.0 2007             French                   French
2293            8.0 2011             French                   French
2294            1.1 1969            British                  British
2295            2.0 1977            British                  British
2296            3.0 1986            British                  British
2297            4.0 1991            British                  British
2298            5.0 1995            British                  British
2299            6.0 2001            British                  British
2300            7.0 2007            British                  British
2301            3.0 1986            Italian                    Other
2302            4.0 1991            Italian                    Other
2303            5.0 1995            Italian                    Other
2304            6.0 2001            Italian                    Other
2305            2.0 1977            British                  British
2306            3.0 1986            British                  British
2307            4.0 1991            British                  British
2308            5.0 1995            British                  British
2309            6.0 2001            British                  British
2310            7.0 2007            British                  British
2311            8.0 2011            British                  British
2312            1.0 1963            Spanish                  Spanish
2313            1.1 1969            Spanish                  Spanish
2314            2.0 1977            Spanish                  Spanish
2315            3.0 1986            Spanish                  Spanish
2316            4.0 1991            Spanish                  Spanish
2317            5.0 1995            Spanish                  Spanish
2318            6.0 2001            Spanish                  Spanish
2319            7.0 2007            Spanish                  Spanish
2320            8.0 2011            Spanish                  Spanish
2321            6.0 2001             French                   French
2322            5.0 1995           American                 American
2323            6.0 2001           American                 American
2324            7.0 2007           American                 American
2325            8.0 2011           American                 American
2326            2.0 1977           American                 American
2327            3.0 1986           American                 American
2328            4.0 1991           American                 American
2329            7.0 2007              Czech                    Other
2330            5.0 1995             German                   German
2331            6.0 2001             German                   German
2332            7.0 2007             German                   German
2333            8.0 2011             German                   German
2334            8.0 2011           American                 American
2335            5.0 1995            Mexican                    Other
2336            6.0 2001            Mexican                    Other
2337            7.0 2007            Mexican                    Other
2338            8.0 2011            Mexican                    Other
2339            5.0 1995             German                   German
2340            6.0 2001             German                   German
2341            7.0 2007           Scottish                    Other
2342            8.0 2011           Scottish                    Other
2343            3.0 1986           American                 American
2344            4.0 1991           American                 American
2345            5.0 1995           American                 American
2346            6.0 2001           American                 American
2347            7.0 2007           American                 American
2348            1.0 1963           American                 American
2349            1.1 1969           American                 American
2350            2.0 1977           American                 American
2351            3.0 1986           American                 American
2352            4.0 1991           American                 American
2353            5.0 1995           American                 American
2354            6.0 2001           American                 American
2355            1.0 1963             German                   German
2356            1.1 1969             German                   German
2357            2.0 1977             German                   German
2358            3.0 1986             German                   German
2359            4.0 1991             German                   German
2360            5.0 1995             German                   German
2361            6.0 2001             German                   German
2362            7.0 2007             German                   German
2363            8.0 2011             German                   German
2364            5.0 1995           American                 American
2365            6.0 2001           American                 American
2366            7.0 2007           American                 American
2367            1.0 1963            British                  British
2368            1.1 1969            British                  British
2369            2.0 1977            British                  British
2370            3.0 1986            British                  British
2371            4.0 1991            British                  British
2372            5.0 1995            British                  British
2373            6.0 2001            British                  British
2374            7.0 2007            British                  British
2375            8.0 2011            British                  British
2376            1.0 1963             French                   French
2377            1.1 1969             French                   French
2378            2.0 1977             French                   French
2379            3.0 1986             French                   French
2380            4.0 1991             French                   French
2381            5.0 1995             French                   French
2382            6.0 2001             French                   French
2383            7.0 2007             French                   French
2384            8.0 2011             French                   French
2385            1.0 1963             French                   French
2386            1.1 1969             French                   French
2387            2.0 1977             French                   French
2388            3.0 1986             French                   French
2389            4.0 1991             French                   French
2390            5.0 1995             French                   French
2391            6.0 2001             French                   French
2392            1.0 1963             French                   French
2393            1.1 1969             French                   French
2394            2.0 1977             French                   French
2395            3.0 1986             French                   French
2396            4.0 1991             French                   French
2397            5.0 1995             French                   French
2398            6.0 2001             French                   French
2399            7.0 2007             French                   French
2400            8.0 2011             French                   French
2401            3.0 1986           American                 American
2402            4.0 1991           American                 American
2403            5.0 1995           American                 American
2404            6.0 2001           American                 American
2405            7.0 2007           American                 American
2406            8.0 2011           American                 American
2407            3.0 1986           American                 American
2408            4.0 1991           American                 American
2409            5.0 1995           American                 American
2410            6.0 2001           American                 American
2411            7.0 2007           American                 American
2412            8.0 2011           American                 American
2413            1.0 1963            Italian                    Other
2414            1.1 1969            Italian                    Other
2415            2.0 1977            Italian                    Other
2416            3.0 1986            Italian                    Other
2417            4.0 1991            Italian                    Other
2418            5.0 1995            Italian                    Other
2419            6.0 2001            Italian                    Other
2420            7.0 2007            Italian                    Other
2421            8.0 2011            Italian                    Other
2422            7.0 2007            Italian                    Other
2423            8.0 2011            Italian                    Other
2424            2.0 1977             French                   French
2425            7.0 2007           American                 American
2426            8.0 2011           American                 American
2427            3.0 1986           Austrian                    Other
2428            4.0 1991           Austrian                    Other
2429            5.0 1995           Austrian                    Other
2430            6.0 2001           Austrian                    Other
2431            7.0 2007           Austrian                    Other
2432            8.0 2011           Austrian                    Other
2433            1.0 1963             French                   French
2434            1.1 1969             French                   French
2435            2.0 1977             French                   French
2436            3.0 1986             French                   French
2437            4.0 1991             French                   French
2438            5.0 1995             French                   French
2439            6.0 2001             French                   French
2440            7.0 2007             French                   French
2441            8.0 2011             French                   French
2442            7.0 2007             French                   French
2443            8.0 2011             French                   French
2444            1.1 1969             French                   French
2445            2.0 1977             French                   French
2446            3.0 1986             French                   French
2447            4.0 1991             French                   French
2448            5.0 1995             French                   French
2449            6.0 2001             French                   French
2450            7.0 2007             French                   French
2451            8.0 2011             French                   French
2452            7.0 2007             German                   German
2453            8.0 2011             German                   German
2454            3.0 1986           American                 American
2455            4.0 1991           American                 American
2456            5.0 1995           American                 American
2457            6.0 2001           American                 American
2458            7.0 2007           American                 American
2459            8.0 2011           American                 American
2460            3.0 1986             French                   French
2461            4.0 1991             French                   French
2462            5.0 1995             French                   French
2463            6.0 2001             French                   French
2464            7.0 2007             French                   French
2465            8.0 2011             French                   French
2466            1.0 1963             French                   French
2467            1.1 1969             French                   French
2468            2.0 1977             French                   French
2469            3.0 1986             French                   French
2470            4.0 1991             French                   French
2471            5.0 1995             French                   French
2472            6.0 2001             French                   French
2473            7.0 2007             French                   French
2474            8.0 2011             French                   French
2475            8.0 2011             French                   French
2476            1.0 1963             French                   French
2477            1.1 1969             French                   French
2478            2.0 1977             French                   French
2479            3.0 1986             French                   French
2480            4.0 1991             French                   French
2481            5.0 1995             French                   French
2482            6.0 2001             French                   French
2483            7.0 2007             French                   French
2484            8.0 2011             French                   French
2485            1.0 1963             French                   French
2486            1.1 1969             French                   French
2487            2.0 1977             French                   French
2488            3.0 1986             French                   French
2489            4.0 1991             French                   French
2490            5.0 1995             French                   French
2491            6.0 2001             French                   French
2492            7.0 2007             French                   French
2493            8.0 2011             French                   French
2494            1.0 1963              Swiss                    Other
2495            1.1 1969              Swiss                    Other
2496            2.0 1977              Swiss                    Other
2497            3.0 1986              Swiss                    Other
2498            4.0 1991              Swiss                    Other
2499            5.0 1995              Swiss                    Other
2500            6.0 2001              Swiss                    Other
2501            7.0 2007              Swiss                    Other
2502            8.0 2011              Swiss                    Other
2503            3.0 1986           American                 American
2504            4.0 1991           American                 American
2505            5.0 1995           American                 American
2506            6.0 2001           American                 American
2507            7.0 2007           American                 American
2508            8.0 2011           American                 American
2509            3.0 1986            British                  British
2510            4.0 1991            British                  British
2511            5.0 1995            British                  British
2512            6.0 2001            British                  British
2513            3.0 1986  Austrian-American                    Other
2514            4.0 1991  Austrian-American                    Other
2515            5.0 1995  Austrian-American                    Other
2516            6.0 2001  Austrian-American                    Other
2517            1.0 1963             French                   French
2518            1.1 1969             French                   French
2519            2.0 1977             French                   French
2520            3.0 1986             French                   French
2521            4.0 1991             French                   French
2522            5.0 1995             French                   French
2523            6.0 2001             French                   French
2524            7.0 2007             French                   French
2525            8.0 2011             French                   French
2526            1.0 1963           American                 American
2527            1.1 1969           American                 American
2528            2.0 1977           American                 American
2529            3.0 1986           American                 American
2530            4.0 1991           American                 American
2531            5.0 1995           American                 American
2532            6.0 2001           American                 American
2533            7.0 2007           American                 American
2534            8.0 2011           American                 American
2535            5.0 1995           American                 American
2536            6.0 2001           American                 American
2537            7.0 2007           American                 American
2538            8.0 2011           American                 American
2539            3.0 1986    Danish-American                    Other
2540            4.0 1991    Danish-American                    Other
2541            5.0 1995    Danish-American                    Other
2542            6.0 2001    Danish-American                    Other
2543            7.0 2007    Danish-American                    Other
2544            8.0 2011    Danish-American                    Other
2545            1.0 1963             French                   French
2546            1.1 1969             French                   French
2547            2.0 1977             French                   French
2548            3.0 1986             French                   French
2549            4.0 1991             French                   French
2550            5.0 1995             French                   French
2551            6.0 2001             French                   French
2552            7.0 2007             French                   French
2553            8.0 2011             French                   French
2554            1.0 1963           American                 American
2555            1.1 1969           American                 American
2556            2.0 1977           American                 American
2557            3.0 1986           American                 American
2558            4.0 1991           American                 American
2559            5.0 1995           American                 American
2560            6.0 2001           American                 American
2561            7.0 2007           American                 American
2562            8.0 2011           American                 American
2563            1.0 1963            Belgian                    Other
2564            1.1 1969            Belgian                    Other
2565            2.0 1977            Belgian                    Other
2566            3.0 1986            Belgian                    Other
2567            4.0 1991            Belgian                    Other
2568            5.0 1995            Belgian                    Other
2569            6.0 2001            Belgian                    Other
2570            7.0 2007            Belgian                    Other
2571            8.0 2011            Belgian                    Other
2572            4.0 1991           American                 American
2573            5.0 1995           American                 American
2574            6.0 2001           American                 American
2575            7.0 2007           American                 American
2576            1.1 1969           American                 American
2577            2.0 1977           American                 American
2578            3.0 1986           American                 American
2579            4.0 1991           American                 American
2580            5.0 1995           American                 American
2581            6.0 2001           American                 American
2582            7.0 2007           American                 American
2583            8.0 2011           American                 American
2584            1.1 1969      German-French                    Other
2585            2.0 1977      German-French                    Other
2586            3.0 1986      German-French                    Other
2587            4.0 1991      German-French                    Other
2588            7.0 2007      German-French                    Other
2589            8.0 2011      German-French                    Other
2590            1.0 1963             French                   French
2591            1.1 1969             French                   French
2592            2.0 1977             French                   French
2593            3.0 1986             French                   French
2594            4.0 1991             French                   French
2595            5.0 1995             French                   French
2596            6.0 2001             French                   French
2597            7.0 2007             French                   French
2598            8.0 2011             French                   French
2599            1.0 1963             French                   French
2600            1.1 1969             French                   French
2601            2.0 1977             French                   French
2602            3.0 1986             French                   French
2603            4.0 1991             French                   French
2604            5.0 1995             French                   French
2605            6.0 2001             French                   French
2606            7.0 2007             French                   French
2607            8.0 2011             French                   French
2608            1.0 1963             French                   French
2609            1.1 1969             French                   French
2610            2.0 1977             French                   French
2611            3.0 1986             French                   French
2612            4.0 1991             French                   French
2613            5.0 1995             French                   French
2614            6.0 2001             French                   French
2615            7.0 2007             French                   French
2616            8.0 2011             French                   French
2617            2.0 1977             French                   French
2618            3.0 1986             French                   French
2619            4.0 1991             French                   French
2620            5.0 1995             French                   French
2621            6.0 2001             French                   French
2622            7.0 2007             French                   French
2623            8.0 2011             French                   French
2624            6.0 2001              Swiss                    Other
2625            1.0 1963             French                   French
2626            1.1 1969             French                   French
2627            2.0 1977             French                   French
2628            3.0 1986             French                   French
2629            4.0 1991             French                   French
2630            5.0 1995             French                   French
2631            6.0 2001             French                   French
2632            7.0 2007             French                   French
2633            8.0 2011             French                   French
2634            7.0 2007           American                 American
2635            8.0 2011           American                 American
2636            5.0 1995           American                 American
2637            6.0 2001           American                 American
2638            3.0 1986           American                 American
2639            4.0 1991           American                 American
2640            5.0 1995           American                 American
2641            6.0 2001           American                 American
2642            1.0 1963            Spanish                  Spanish
2643            1.1 1969            Spanish                  Spanish
2644            2.0 1977            Spanish                  Spanish
2645            3.0 1986            Spanish                  Spanish
2646            4.0 1991            Spanish                  Spanish
2647            5.0 1995            Spanish                  Spanish
2648            6.0 2001            Spanish                  Spanish
2649            7.0 2007            Spanish                  Spanish
2650            8.0 2011            Spanish                  Spanish
2651            3.0 1986           American                 American
2652            4.0 1991           American                 American
2653            5.0 1995           American                 American
2654            6.0 2001           American                 American
2655            6.0 2001             German                   German
2656            6.0 2001           American                 American
2657            1.0 1963            British                  British
2658            1.1 1969            British                  British
2659            2.0 1977            British                  British
2660            3.0 1986            British                  British
2661            4.0 1991            British                  British
2662            5.0 1995            British                  British
2663            6.0 2001            British                  British
2664            7.0 2007            British                  British
2665            8.0 2011            British                  British
2666            5.0 1995            British                  British
2667            6.0 2001            British                  British
2668            7.0 2007            British                  British
2669            8.0 2011            British                  British
2670            3.0 1986             German                   German
2671            4.0 1991             German                   German
2672            5.0 1995             German                   German
2673            6.0 2001             German                   German
2674            7.0 2007             German                   German
2675            8.0 2011             German                   German
2676            7.0 2007           American                 American
2677            8.0 2011           American                 American
2678            1.0 1963           American                 American
2679            1.1 1969           American                 American
2680            2.0 1977           American                 American
2681            3.0 1986           American                 American
2682            4.0 1991           American                 American
2683            5.0 1995           American                 American
2684            6.0 2001           American                 American
2685            7.0 2007           Scottish                    Other
2686            8.0 2011           Scottish                    Other
2687            1.0 1963            Mexican                    Other
2688            1.1 1969            Mexican                    Other
2689            2.0 1977            Mexican                    Other
2690            3.0 1986            Mexican                    Other
2691            4.0 1991            Mexican                    Other
2692            5.0 1995            Mexican                    Other
2693            6.0 2001            Mexican                    Other
2694            5.0 1995             German                   German
2695            6.0 2001             German                   German
2696            5.0 1995              Czech                    Other
2697            6.0 2001              Czech                    Other
2698            1.0 1963            British                  British
2699            1.1 1969            British                  British
2700            2.0 1977            British                  British
2701            3.0 1986            British                  British
2702            4.0 1991            British                  British
2703            5.0 1995            British                  British
2704            6.0 2001            British                  British
2705            7.0 2007            British                  British
2706            8.0 2011            British                  British
2707            3.0 1986             French                   French
2708            4.0 1991             French                   French
2709            5.0 1995             French                   French
2710            6.0 2001             French                   French
2711            1.0 1963   Italian-American                    Other
2712            1.1 1969   Italian-American                    Other
2713            2.0 1977   Italian-American                    Other
2714            3.0 1986   Italian-American                    Other
2715            4.0 1991   Italian-American                    Other
2716            5.0 1995   Italian-American                    Other
2717            6.0 2001   Italian-American                    Other
2718            7.0 2007   Italian-American                    Other
2719            8.0 2011   Italian-American                    Other
2720            7.0 2007            British                  British
2721            8.0 2011            British                  British
2722            3.0 1986            British                  British
2723            4.0 1991            British                  British
2724            5.0 1995            British                  British
2725            6.0 2001            British                  British
2726            7.0 2007            British                  British
2727            8.0 2011            British                  British
2728            8.0 2011           American                 American
2729            3.0 1986              Dutch                    Other
2730            4.0 1991              Dutch                    Other
2731            5.0 1995              Dutch                    Other
2732            4.0 1991             German                   German
2733            5.0 1995             German                   German
2734            6.0 2001             German                   German
2735            7.0 2007             German                   German
2736            8.0 2011             German                   German
2737            5.0 1995           American                 American
2738            6.0 2001           American                 American
2739            3.0 1986            Russian                    Other
2740            4.0 1991            Russian                    Other
2741            5.0 1995            Russian                    Other
2742            6.0 2001            Russian                    Other
2743            7.0 2007            Russian                    Other
2744            8.0 2011            Russian                    Other
2745            1.1 1969           American                 American
2746            2.0 1977           American                 American
2747            2.0 1977           American                 American
2748            3.0 1986           American                 American
2749            4.0 1991           American                 American
2750            2.0 1977           American                 American
2751            3.0 1986          Hungarian                    Other
2752            4.0 1991          Hungarian                    Other
2753            5.0 1995          Hungarian                    Other
2754            6.0 2001          Hungarian                    Other
2755            3.0 1986           American                 American
2756            4.0 1991           American                 American
2757            5.0 1995           American                 American
2758            6.0 2001           American                 American
2759            6.0 2001            Russian                    Other
2760            3.0 1986            Russian                    Other
2761            4.0 1991            Russian                    Other
2762            5.0 1995            Russian                    Other
2763            6.0 2001            Russian                    Other
2764            7.0 2007            Russian                    Other
2765            8.0 2011            Russian                    Other
2766            3.0 1986             French                   French
2767            4.0 1991             French                   French
2768            5.0 1995             French                   French
2769            6.0 2001             French                   French
2770            3.0 1986             French                   French
2771            4.0 1991             French                   French
2772            5.0 1995             French                   French
2773            6.0 2001             French                   French
2774            3.0 1986           American                 American
2775            4.0 1991           American                 American
2776            5.0 1995           American                 American
2777            6.0 2001           American                 American
2778            7.0 2007           American                 American
2779            8.0 2011           American                 American
2780            7.0 2007            Mexican                    Other
2781            8.0 2011            Mexican                    Other
2782            1.0 1963     Russian-French                    Other
2783            1.1 1969     Russian-French                    Other
2784            2.0 1977     Russian-French                    Other
2785            3.0 1986     Russian-French                    Other
2786            4.0 1991     Russian-French                    Other
2787            5.0 1995     Russian-French                    Other
2788            6.0 2001     Russian-French                    Other
2789            7.0 2007     Russian-French                    Other
2790            8.0 2011     Russian-French                    Other
2791            6.0 2001            Italian                    Other
2792            1.0 1963             French                   French
2793            1.1 1969             French                   French
2794            2.0 1977             French                   French
2795            3.0 1986             French                   French
2796            4.0 1991             French                   French
2797            5.0 1995             French                   French
2798            6.0 2001             French                   French
2799            7.0 2007             French                   French
2800            8.0 2011             French                   French
2801            3.0 1986           American                 American
2802            4.0 1991           American                 American
2803            5.0 1995           American                 American
2804            6.0 2001           American                 American
2805            7.0 2007           American                 American
2806            8.0 2011           American                 American
2807            2.0 1977           American                 American
2808            3.0 1986           American                 American
2809            4.0 1991           American                 American
2810            5.0 1995           American                 American
2811            6.0 2001           American                 American
2812            7.0 2007           American                 American
2813            8.0 2011           American                 American
2814            5.0 1995           American                 American
2815            6.0 2001           American                 American
2816            1.0 1963           American                 American
2817            1.1 1969           American                 American
2818            2.0 1977           American                 American
2819            4.0 1991           American                 American
2820            5.0 1995           American                 American
2821            6.0 2001           American                 American
2822            7.0 2007           American                 American
2823            8.0 2011           American                 American
2824            3.0 1986           American                 American
2825            4.0 1991           American                 American
2826            5.0 1995           American                 American
2827            6.0 2001           American                 American
2828            7.0 2007           American                 American
2829            8.0 2011           American                 American
2830            1.0 1963             German                   German
2831            1.1 1969             German                   German
2832            2.0 1977             German                   German
2833            3.0 1986             German                   German
2834            4.0 1991             German                   German
2835            5.0 1995             German                   German
2836            6.0 2001             German                   German
2837            7.0 2007             German                   German
2838            8.0 2011             German                   German
2839            1.0 1963             German                   German
2840            1.1 1969             German                   German
2841            2.0 1977             German                   German
2842            3.0 1986             German                   German
2843            4.0 1991             German                   German
2844            5.0 1995             German                   German
2845            6.0 2001             German                   German
2846            7.0 2007             German                   German
2847            8.0 2011             German                   German
2848            7.0 2007             German                   German
2849            3.0 1986           American                 American
2850            4.0 1991           American                 American
2851            5.0 1995           American                 American
2852            6.0 2001           American                 American
2853            2.0 1977           American                 American
2854            3.0 1986           American                 American
2855            4.0 1991           American                 American
2856            5.0 1995           American                 American
2857            3.0 1986             French                   French
2858            4.0 1991             French                   French
2859            5.0 1995             French                   French
2860            6.0 2001             French                   French
2861            7.0 2007             French                   French
2862            8.0 2011             French                   French
2863            1.1 1969             French                   French
2864            2.0 1977             French                   French
2865            3.0 1986             French                   French
2866            4.0 1991             French                   French
2867            5.0 1995             French                   French
2868            6.0 2001             French                   French
2869            7.0 2007             French                   French
2870            8.0 2011             French                   French
2871            3.0 1986            Swedish                    Other
2872            4.0 1991            Swedish                    Other
2873            5.0 1995            Swedish                    Other
2874            6.0 2001            Swedish                    Other
2875            1.0 1963           Austrian                    Other
2876            1.1 1969           Austrian                    Other
2877            2.0 1977           Austrian                    Other
2878            3.0 1986           Austrian                    Other
2879            4.0 1991           Austrian                    Other
2880            5.0 1995           Austrian                    Other
2881            6.0 2001           Austrian                    Other
2882            7.0 2007           Austrian                    Other
2883            8.0 2011           Austrian                    Other
2884            5.0 1995             German                   German
2885            6.0 2001             German                   German
2886            1.0 1963            Spanish                  Spanish
2887            1.1 1969            Spanish                  Spanish
2888            2.0 1977            Spanish                  Spanish
2889            3.0 1986            Spanish                  Spanish
2890            4.0 1991            Spanish                  Spanish
2891            5.0 1995            Spanish                  Spanish
2892            6.0 2001            Spanish                  Spanish
2893            7.0 2007            Spanish                  Spanish
2894            8.0 2011            Spanish                  Spanish
2895            1.0 1963             French                   French
2896            1.1 1969             French                   French
2897            2.0 1977             French                   French
2898            3.0 1986             French                   French
2899            4.0 1991             French                   French
2900            5.0 1995             French                   French
2901            6.0 2001             French                   French
2902            7.0 2007             French                   French
2903            8.0 2011             French                   French
2904            1.0 1963             French                   French
2905            1.1 1969             French                   French
2906            2.0 1977             French                   French
2907            3.0 1986             French                   French
2908            4.0 1991             French                   French
2909            5.0 1995             French                   French
2910            6.0 2001             French                   French
2911            7.0 2007             French                   French
2912            8.0 2011             French                   French
2913            1.1 1969           American                 American
2914            2.0 1977           American                 American
2915            3.0 1986           American                 American
2916            4.0 1991           American                 American
2917            1.0 1963       Swiss-German                    Other
2918            1.1 1969       Swiss-German                    Other
2919            2.0 1977       Swiss-German                    Other
2920            3.0 1986       Swiss-German                    Other
2921            4.0 1991       Swiss-German                    Other
2922            5.0 1995       Swiss-German                    Other
2923            6.0 2001       Swiss-German                    Other
2924            7.0 2007       Swiss-German                    Other
2925            8.0 2011       Swiss-German                    Other
2926            7.0 2007           American                 American
2927            8.0 2011           American                 American
2928            4.0 1991             German                   German
2929            5.0 1995             German                   German
2930            6.0 2001             German                   German
2931            7.0 2007             German                   German
2932            8.0 2011             German                   German
2933            3.0 1986            British                  British
2934            4.0 1991            British                  British
2935            5.0 1995            British                  British
2936            6.0 2001            British                  British
2937            7.0 2007            British                  British
2938            8.0 2011            British                  British
2939            5.0 1995             German                   German
2940            6.0 2001             German                   German
2941            4.0 1991             French                   French
2942            5.0 1995             French                   French
2943            6.0 2001             French                   French
2944            7.0 2007             French                   French
2945            8.0 2011             French                   French
2946            4.0 1991             French                   French
2947            5.0 1995             French                   French
2948            6.0 2001             French                   French
2949            7.0 2007             French                   French
2950            8.0 2011             French                   French
2951            1.0 1963              Dutch                    Other
2952            1.1 1969              Dutch                    Other
2953            2.0 1977              Dutch                    Other
2954            3.0 1986              Dutch                    Other
2955            4.0 1991              Dutch                    Other
2956            5.0 1995              Dutch                    Other
2957            6.0 2001              Dutch                    Other
2958            7.0 2007              Dutch                    Other
2959            8.0 2011              Dutch                    Other
2960            7.0 2007            Italian                    Other
2961            7.0 2007           Austrian                    Other
2962            5.0 1995           American                 American
2963            6.0 2001           American                 American
2964            4.0 1991            Belgian                    Other
2965            5.0 1995            Belgian                    Other
2966            6.0 2001            Belgian                    Other
2967            7.0 2007            Belgian                    Other
2968            8.0 2011            Belgian                    Other
2969            2.0 1977           American                 American
2970            3.0 1986           American                 American
2971            4.0 1991           American                 American
2972            5.0 1995           American                 American
2973            6.0 2001           American                 American
2974            5.0 1995           American                 American
2975            6.0 2001           American                 American
2976            4.0 1991            British                  British
2977            5.0 1995            British                  British
2978            6.0 2001            British                  British
2979            7.0 2007            British                  British
2980            8.0 2011            British                  British
2981            3.0 1986 Hungarian-American                    Other
2982            4.0 1991 Hungarian-American                    Other
2983            5.0 1995 Hungarian-American                    Other
2984            6.0 2001 Hungarian-American                    Other
2985            5.0 1995             French                   French
2986            6.0 2001             French                   French
2987            7.0 2007             French                   French
2988            8.0 2011             French                   French
2989            3.0 1986             French                   French
2990            4.0 1991             French                   French
2991            5.0 1995             French                   French
2992            3.0 1986              Swiss                    Other
2993            4.0 1991              Swiss                    Other
2994            5.0 1995              Swiss                    Other
2995            6.0 2001              Swiss                    Other
2996            7.0 2007              Swiss                    Other
2997            8.0 2011              Swiss                    Other
2998            1.1 1969           American                 American
2999            2.0 1977           American                 American
3000            3.0 1986           American                 American
3001            4.0 1991           American                 American
3002            5.0 1995           American                 American
3003            6.0 2001           American                 American
3004            7.0 2007           American                 American
3005            8.0 2011           American                 American
3006            3.0 1986             French                   French
3007            4.0 1991             French                   French
3008            5.0 1995             French                   French
3009            6.0 2001             French                   French
3010            7.0 2007             French                   French
3011            8.0 2011             French                   French
3012            1.1 1969           American                 American
3013            2.0 1977           American                 American
3014            3.0 1986           American                 American
3015            4.0 1991           American                 American
3016            5.0 1995           American                 American
3017            6.0 2001           American                 American
3018            7.0 2007           American                 American
3019            8.0 2011           American                 American
3020            1.0 1963            Spanish                  Spanish
3021            1.1 1969            Spanish                  Spanish
3022            2.0 1977            Spanish                  Spanish
3023            3.0 1986            Spanish                  Spanish
3024            4.0 1991            Spanish                  Spanish
3025            5.0 1995            Spanish                  Spanish
3026            6.0 2001            Spanish                  Spanish
3027            7.0 2007            Spanish                  Spanish
3028            8.0 2011            Spanish                  Spanish
3029            1.0 1963            Italian                    Other
3030            1.1 1969            Italian                    Other
3031            2.0 1977            Italian                    Other
3032            3.0 1986            Italian                    Other
3033            7.0 2007             German                   German
3034            8.0 2011             German                   German
3035            8.0 2011            British                  British
3036            7.0 2007           American                 American
3037            8.0 2011           American                 American
3038            4.0 1991           American                 American
3039            5.0 1995           American                 American
3040            6.0 2001           American                 American
3041            1.0 1963            Italian                    Other
3042            1.1 1969            Italian                    Other
3043            2.0 1977            Italian                    Other
3044            3.0 1986            Italian                    Other
3045            4.0 1991            Italian                    Other
3046            5.0 1995            Italian                    Other
3047            6.0 2001            Italian                    Other
3048            1.0 1963             French                   French
3049            1.1 1969             French                   French
3050            2.0 1977             French                   French
3051            3.0 1986             French                   French
3052            4.0 1991             French                   French
3053            5.0 1995             French                   French
3054            6.0 2001             French                   French
3055            7.0 2007             French                   French
3056            8.0 2011             French                   French
3057            4.0 1991           American                 American
3058            5.0 1995           American                 American
3059            6.0 2001           American                 American
3060            7.0 2007           American                 American
3061            8.0 2011           American                 American
3062            1.0 1963           American                 American
3063            1.1 1969           American                 American
3064            2.0 1977           American                 American
3065            3.0 1986           American                 American
3066            4.0 1991           American                 American
3067            5.0 1995           American                 American
3068            6.0 2001           American                 American
3069            7.0 2007           American                 American
3070            8.0 2011           American                 American
3071            6.0 2001            British                  British
3072            8.0 2011            British                  British
3073            3.0 1986           American                 American
3074            4.0 1991           American                 American
3075            5.0 1995           American                 American
3076            6.0 2001           American                 American
3077            7.0 2007           American                 American
3078            8.0 2011           American                 American
3079            3.0 1986            Italian                    Other
3080            4.0 1991            Italian                    Other
3081            5.0 1995            Italian                    Other
3082            6.0 2001            Italian                    Other
3083            7.0 2007            Italian                    Other
3084            8.0 2011            Italian                    Other
3085            7.0 2007            Russian                    Other
3086            8.0 2011            Russian                    Other
3087            1.1 1969   Hungarian-French                    Other
3088            2.0 1977   Hungarian-French                    Other
3089            3.0 1986   Hungarian-French                    Other
3090            4.0 1991   Hungarian-French                    Other
3091            1.0 1963              Dutch                    Other
3092            1.1 1969              Dutch                    Other
3093            2.0 1977              Dutch                    Other
3094            3.0 1986              Dutch                    Other
3095            4.0 1991              Dutch                    Other
3096            5.0 1995              Dutch                    Other
3097            6.0 2001              Dutch                    Other
3098            7.0 2007              Dutch                    Other
3099            8.0 2011              Dutch                    Other
3100            3.0 1986           American                 American
3101            4.0 1991           American                 American
3102            5.0 1995           American                 American
3103            6.0 2001           American                 American
3104            7.0 2007           American                 American
3105            8.0 2011           American                 American
3106            1.1 1969            British                  British
3107            2.0 1977            British                  British
3108            3.0 1986            British                  British
3109            4.0 1991            British                  British
3110            5.0 1995            British                  British
3111            1.0 1963            Russian                    Other
3112            1.1 1969            Russian                    Other
3113            2.0 1977            Russian                    Other
3114            3.0 1986            Russian                    Other
3115            4.0 1991            Russian                    Other
3116            5.0 1995            Russian                    Other
3117            6.0 2001            Russian                    Other
3118            7.0 2007            Russian                    Other
3119            8.0 2011            Russian                    Other
3120            3.0 1986           American                 American
3121            4.0 1991           American                 American
3122            5.0 1995           American                 American
3123            6.0 2001           American                 American
3124            2.0 1977     Dutch-American                    Other
3125            3.0 1986     Dutch-American                    Other
3126            4.0 1991     Dutch-American                    Other
3127            5.0 1995     Dutch-American                    Other
3128            6.0 2001     Dutch-American                    Other
3129            7.0 2007     Dutch-American                    Other
3130            8.0 2011     Dutch-American                    Other
3131            1.0 1963            British                  British
3132            1.1 1969            British                  British
3133            2.0 1977            British                  British
3134            3.0 1986            British                  British
3135            4.0 1991            British                  British
3136            5.0 1995            British                  British
3137            6.0 2001            British                  British
3138            7.0 2007            British                  British
3139            8.0 2011            British                  British
3140            3.0 1986            British                  British
3141            4.0 1991            British                  British
3142            5.0 1995            British                  British
3143            6.0 2001            British                  British
3144            5.0 1995            British                  British
3145            6.0 2001            British                  British
3146            7.0 2007            British                  British
3147            8.0 2011            British                  British
3148            5.0 1995           American                 American
3149            6.0 2001           American                 American
3150            7.0 2007           American                 American
3151            3.0 1986           American                 American
3152            4.0 1991           American                 American
3153            5.0 1995           American                 American
3154            6.0 2001           American                 American
3155            1.0 1963           American                 American
3156            1.1 1969           American                 American
3157            2.0 1977           American                 American
3158            4.0 1991           American                 American
3159            5.0 1995           American                 American
3160            6.0 2001           American                 American
3161            7.0 2007           American                 American
3162            8.0 2011           American                 American
     artist_gender                               artist_race
1             Male                 Black or African American
2             Male                 Black or African American
3             Male                 Black or African American
4             Male                 Black or African American
5             Male                 Black or African American
6             Male                 Black or African American
7             Male                 Black or African American
8             Male                 Black or African American
9           Female                                     White
10          Female                                     White
11          Female                                     White
12            Male                                     White
13            Male                                     White
14            Male                                     White
15            Male                                     White
16            Male                                     White
17            Male                                     White
18            Male                                     White
19            Male                                     White
20            Male                                     White
21            Male                                     White
22            Male                                     White
23            Male                                     White
24            Male                                     White
25            Male                                     White
26            Male                                     White
27            Male                                     White
28            Male                                     White
29            Male                                     White
30            Male                                     White
31            Male                                     White
32            Male                                     White
33            Male                                     White
34            Male                                     White
35            Male                                     White
36            Male                                     White
37            Male                                     White
38            Male                                     White
39            Male                                     White
40            Male                                     White
41            Male                                     White
42            Male                                     White
43            Male                                     White
44            Male                                     White
45            Male                                     White
46            Male                                     White
47          Female                                     White
48          Female                                     White
49          Female                                     White
50          Female                                     White
51          Female                                     White
52            Male                                     Asian
53            Male                                     Asian
54            Male                                     Asian
55            Male                                     White
56            Male                                     White
57            Male                                     White
58            Male                                     White
59            Male                                     White
60            Male                                     White
61            Male                                     White
62            Male                                     White
63            Male                                     White
64            Male                                     White
65            Male                                     White
66            Male                                     White
67            Male                                     White
68            Male                                     White
69            Male                                     White
70            Male                                     White
71            Male                                     White
72            Male                                     White
73            Male                                     White
74            Male                                     White
75            Male                                     White
76            Male                                     White
77            Male                                     White
78            Male                                     White
79            Male                                     White
80            Male                                     White
81            Male                                     White
82            Male                                     White
83            Male                                     White
84          Female                                     White
85          Female                                     White
86          Female                                     White
87          Female                                     White
88          Female                                     White
89          Female                                     White
90          Female                                     White
91          Female                                     White
92          Female                                     White
93            Male                                     White
94            Male                                     White
95            Male                                     White
96            Male                                     White
97            Male                                     White
98            Male                                     White
99            Male                                     White
100           Male                                     White
101           Male                                     White
102           Male                                     White
103           Male                                     White
104           Male                                     White
105           Male                                     White
106           Male                                     White
107           Male                                     White
108           Male                                     White
109           Male                                     White
110           Male                                     White
111           Male                                     White
112           Male                                     White
113           Male                                     White
114           Male                                     White
115           Male                                     White
116           Male                                     White
117           Male                                     White
118           Male                                     White
119           Male                                     White
120           Male                                     White
121           Male                                     White
122           Male                                     White
123           Male                                     White
124           Male                                     White
125           Male                                     White
126           Male                                     White
127           Male                                     White
128           Male                                     White
129           Male                                     White
130           Male                                     White
131           Male                                     White
132           Male                                     White
133           Male                                     White
134           Male                                     White
135           Male                                     White
136           Male                                     White
137           Male                                     White
138           Male                                     White
139           Male                                     White
140           Male                                     White
141           Male                                     White
142         Female                                     White
143         Female                                     White
144         Female                                     White
145         Female                                     White
146         Female                                     White
147         Female                                     White
148           Male                                     White
149           Male                                     White
150           Male                                     White
151           Male                                     White
152           Male                                     White
153           Male                                     White
154           Male                                     White
155           Male                                     White
156           Male                                     White
157           Male                                     White
158           Male                                     White
159           Male                                     White
160           Male                                     White
161           Male                                     White
162           Male                                     White
163           Male                                     White
164           Male                                     White
165         Female                                     White
166         Female                                     White
167         Female                                     White
168         Female                                     White
169         Female                                     White
170         Female                                     White
171         Female                                     White
172         Female                                     White
173           Male                                     White
174           Male                                     White
175           Male                                     White
176           Male                                     White
177           Male                                     White
178           Male                                     White
179           Male                                     White
180           Male                                     White
181           Male                                     White
182           Male                                     White
183           Male                                     White
184           Male                                     White
185           Male                                     White
186           Male                                     White
187           Male                                     White
188           Male                                     White
189           Male                                     White
190           Male                                     White
191           Male                                     White
192           Male                                     White
193           Male                                     White
194           Male                                     White
195           Male                                     White
196           Male                                     White
197           Male                                     White
198           Male                                     White
199           Male                                     White
200           Male                                     White
201         Female                                     White
202         Female                                     White
203         Female                                     White
204         Female                                     White
205         Female                                     White
206         Female                                     White
207         Female                                     White
208           Male                                     White
209         Female                                     White
210         Female                                     White
211         Female                                     White
212         Female                                     White
213         Female                                     White
214         Female                                     White
215         Female                                     White
216         Female                                     White
217           Male                                     White
218           Male                                     White
219           Male                                     White
220           Male                                     White
221           Male                                     White
222           Male                                     White
223           Male                                     White
224           Male                                     White
225           Male                                     White
226           Male                                     White
227           Male                                     White
228           Male                                     White
229           Male                                     White
230         Female                 Black or African American
231         Female                 Black or African American
232           Male                                     White
233           Male                                     White
234           Male                                     White
235           Male                                     White
236           Male                                     White
237           Male                                     White
238           Male                                     White
239           Male                                     White
240           Male                                     White
241           Male                                     White
242           Male                                     White
243           Male                                     White
244           Male                                     White
245           Male                                     White
246           Male                                     White
247           Male                                     White
248           Male                                     White
249           Male                                     White
250           Male                                     White
251           Male                                     White
252           Male                                     White
253           Male                                     White
254           Male                                     White
255           Male                                     White
256           Male                                     White
257           Male                                     White
258           Male                 Black or African American
259           Male                 Black or African American
260           Male                 Black or African American
261           Male                 Black or African American
262           Male                                     White
263           Male                                     White
264           Male                                     White
265           Male                                     White
266           Male                                     White
267           Male                                     White
268           Male                                     White
269         Female                                     White
270         Female                                     White
271         Female                                     White
272         Female                                     White
273         Female                                     White
274         Female                                     White
275         Female                                     White
276           Male                                     White
277           Male                                     White
278           Male                                     White
279           Male                                     White
280           Male                                     White
281           Male                                     White
282           Male                                     White
283           Male                                     White
284           Male                                     White
285           Male                                     White
286           Male                                     White
287           Male                                     White
288           Male                                     White
289           Male                                     White
290           Male                                     White
291           Male Native Hawaiian or Other Pacific Islander
292           Male Native Hawaiian or Other Pacific Islander
293           Male Native Hawaiian or Other Pacific Islander
294           Male Native Hawaiian or Other Pacific Islander
295           Male                                     White
296           Male                                     White
297           Male                                     White
298           Male                                     White
299           Male                                     White
300           Male                                     White
301           Male                                     White
302           Male                                     White
303           Male                                     White
304           Male                                     White
305           Male                                     White
306           Male                                     White
307           Male                                     White
308           Male                                     White
309           Male                                     White
310           Male                                     White
311           Male                                     White
312           Male                                     White
313           Male                                     White
314           Male                                     White
315           Male                                     White
316           Male                                     White
317           Male                                     White
318           Male                                     White
319           Male                                     White
320           Male                                     White
321           Male                                     White
322           Male                                     White
323           Male                                     White
324           Male                                     White
325         Female                                     White
326           Male                                     White
327           Male                                     White
328           Male                                     White
329           Male                                     White
330           Male                                     White
331           Male                                     White
332           Male                                     White
333           Male                                     White
334           Male                                     White
335         Female                                     White
336         Female                                     White
337         Female                                     White
338         Female                                     White
339         Female                                     White
340         Female                                     White
341         Female                                     White
342         Female                                     White
343         Female                                     White
344           Male                                     White
345           Male                                     White
346           Male                                     White
347           Male                                     White
348           Male                                     White
349           Male                                     White
350           Male                                     White
351           Male                                     White
352           Male                                     White
353           Male                                     White
354           Male                                     White
355           Male                                     White
356           Male                                     White
357           Male                                     White
358           Male                                     White
359           Male                                     White
360           Male                                     White
361           Male                                     White
362           Male                                     White
363           Male                                     White
364           Male                                     White
365           Male                                     White
366           Male                                     White
367           Male                                     White
368           Male                                     White
369           Male                                     White
370           Male                                     White
371           Male                                     White
372           Male                                     White
373           Male                                     White
374           Male                                     White
375           Male                                     White
376           Male                                     White
377           Male                                     White
378           Male                                     White
379           Male                                     White
380           Male                                     White
381           Male                                     White
382           Male                                     White
383           Male                                     White
384           Male                                     White
385           Male                                     White
386           Male                                     White
387           Male                                     White
388           Male                                     White
389           Male                                     White
390           Male                                     White
391           Male                                     White
392           Male                                     White
393           Male                                     White
394           Male                                     White
395           Male                                     White
396           Male                                     White
397           Male                                     White
398           Male                                     White
399           Male                                     White
400           Male                                     White
401           Male                                     White
402           Male                                     White
403           Male                                     White
404           Male                                     White
405           Male                                     White
406           Male                                     White
407           Male                                     White
408           Male                                     White
409           Male                                     White
410           Male                                     White
411           Male                                     White
412           Male                                     White
413           Male                                     White
414           Male                                     White
415           Male                                     White
416           Male                                     White
417           Male                                     White
418           Male                                     White
419           Male                                     White
420           Male                                     White
421           Male                                     White
422           Male                                     White
423           Male                                     White
424           Male                                     White
425           Male                                     White
426           Male                                     White
427           Male                                     White
428           Male                                     White
429           Male                                     White
430           Male                                     White
431         Female                                     White
432         Female                                     White
433         Female                                     White
434         Female                                     White
435         Female                                     White
436         Female                                     White
437         Female                                     White
438         Female                                     White
439         Female                                     White
440         Female                                     White
441         Female                                     White
442         Female                                     White
443           Male                                     White
444           Male                                     White
445           Male                                     White
446           Male                                     White
447           Male                                     White
448           Male                                     White
449           Male                                     White
450           Male                                     White
451           Male                                     White
452           Male                                     White
453           Male                                     White
454           Male                                     White
455           Male                                     White
456           Male                                     White
457           Male                                     White
458           Male                                     White
459           Male                                     White
460           Male                                     White
461           Male                                     White
462           Male                                     White
463           Male                                     White
464         Female Native Hawaiian or Other Pacific Islander
465           Male                                     White
466           Male                                     White
467           Male                                     White
468           Male                                     White
469           Male                                     White
470           Male                                     White
471           Male                                     White
472           Male                                     White
473           Male                                     White
474           Male                                     White
475           Male                                     White
476           Male                                     White
477           Male                                     White
478           Male                                     White
479           Male                                     White
480           Male                                     White
481           Male                                     White
482           Male                                     White
483           Male                                     White
484           Male                                     White
485           Male                                     White
486           Male                                     White
487           Male                                     White
488           Male                                     White
489           Male                                     White
490           Male                                     White
491           Male                                     White
492           Male                                     White
493           Male                                     White
494           Male                                     White
495           Male                                     White
496           Male                                     White
497         Female                 Black or African American
498         Female                 Black or African American
499         Female                 Black or African American
500         Female                 Black or African American
501         Female                 Black or African American
502         Female                 Black or African American
503           Male                                     White
504           Male                                     White
505           Male                                     White
506           Male                                     White
507           Male                                     White
508           Male                                     White
509           Male                                     White
510           Male                                     White
511           Male                                     White
512           Male                                     White
513           Male                                     White
514           Male                                     White
515           Male                                     White
516           Male                                     White
517           Male                                     White
518         Female                                     White
519           Male                                     White
520           Male                                     White
521           Male                                     White
522           Male                                     White
523           Male                                     White
524           Male                                     White
525           Male                                     White
526           Male                                     White
527           Male                                     White
528           Male                                     White
529           Male                                     White
530           Male                                     White
531           Male                                     White
532           Male                                     White
533           Male                                     White
534           Male                                     White
535           Male                                     White
536           Male                                     White
537           Male                                     White
538           Male                                     White
539           Male                                     White
540           Male                                     White
541           Male                                     White
542           Male                                     White
543           Male                                     White
544           Male                                     White
545           Male                                     White
546           Male                                     White
547           Male                                     White
548           Male                                     White
549           Male                                     White
550           Male                                     White
551           Male                                     White
552           Male                                     White
553           Male                                     White
554           Male                                     White
555           Male                                     White
556           Male                                     White
557           Male                                     White
558           Male                                     White
559           Male                                     White
560           Male                                     White
561           Male                                     White
562           Male                                     White
563           Male                                     White
564           Male                                     White
565           Male                                     White
566           Male                                     White
567           Male                                     White
568           Male                                     White
569           Male                                     White
570           Male                                     White
571           Male                                     White
572           Male                                     White
573           Male                                     White
574           Male                                     White
575           Male                                     White
576           Male                                     White
577           Male                                     White
578           Male                                     White
579           Male                                     White
580           Male                                     White
581           Male                                     White
582           Male                                     White
583           Male                                     White
584           Male                                     White
585           Male                                     White
586           Male                                     White
587         Female                                     White
588         Female                                     White
589         Female                                     White
590         Female                                     White
591         Female                                     White
592         Female                                     White
593         Female                                     White
594         Female                                     White
595           Male                                     White
596           Male                                     White
597           Male                                     White
598           Male                                     White
599           Male                                     White
600           Male                                     White
601           Male                                     White
602           Male                                     White
603           Male                                     White
604           Male                                     White
605           Male                                     White
606           Male                                     White
607           Male                                     White
608           Male                                     White
609           Male                                     White
610           Male                                     White
611           Male                                     White
612           Male                                     White
613           Male                                     White
614           Male                                     White
615           Male                                     White
616           Male                                     White
617           Male                                     White
618           Male                                     White
619           Male                                     White
620           Male                                     White
621           Male                                     White
622           Male                                     White
623           Male                                     White
624           Male                                     White
625           Male                                     White
626           Male                                     White
627           Male                                     White
628           Male                                     White
629           Male                                     White
630           Male                                     White
631           Male                                     White
632           Male                                     White
633           Male                                     White
634           Male                                     White
635           Male                                     White
636           Male                                     White
637           Male                                     White
638           Male                                     White
639           Male                                     White
640           Male                                     White
641           Male                                     White
642           Male                                     White
643           Male                                     White
644           Male                                     White
645           Male                                     White
646           Male                                     White
647           Male                                     White
648           Male                                     White
649           Male                                     White
650           Male                                     White
651           Male                                     White
652           Male                                     White
653         Female                                     White
654         Female                                     White
655         Female                                     White
656         Female                                     White
657         Female                                     White
658         Female                                     White
659         Female                                     White
660         Female                                     White
661         Female                                     White
662         Female                                     White
663         Female                                     White
664         Female                                     White
665         Female                                     White
666         Female                                     White
667         Female                                     White
668         Female                                     White
669         Female                                     White
670         Female                                     White
671         Female                                     White
672         Female                                     White
673           Male                                     White
674           Male                                     White
675           Male                                     White
676           Male                                     White
677           Male                                     White
678           Male                                     White
679           Male                                     White
680           Male                                     White
681           Male                                     White
682           Male                                     White
683           Male                                     White
684           Male                                     White
685           Male                                     White
686           Male                                     White
687           Male                                     White
688           Male                                     White
689           Male                                     White
690           Male                                     White
691           Male                                     White
692           Male                                     White
693           Male                                     White
694           Male                                     White
695           Male                                     White
696           Male                                     White
697           Male                                     White
698           Male                                     White
699           Male                                     White
700           Male                                     White
701           Male                                     White
702           Male                                     White
703           Male                                     White
704           Male                                     White
705           Male                                     White
706           Male                                     White
707           Male                                     White
708           Male                                     White
709           Male                                     White
710           Male                                     White
711           Male                                     White
712           Male                                     White
713           Male                                     White
714           Male                                     White
715           Male                                     White
716           Male                                     White
717           Male                                     White
718           Male                                     White
719           Male                                     White
720           Male                                     White
721           Male                                     White
722         Female                                       N/A
723         Female                                       N/A
724         Female                                       N/A
725         Female                                     White
726         Female                                     White
727           Male                                     White
728           Male                                     White
729           Male                                     White
730           Male                                     White
731           Male                                     White
732           Male                                     White
733           Male                                     White
734           Male                                     White
735           Male                                     White
736           Male                                     White
737           Male                                     White
738           Male                                     White
739           Male                                     White
740           Male                                     White
741           Male                                     White
742           Male                                     White
743           Male                                     White
744           Male                                     White
745           Male                                     White
746           Male                                     White
747           Male                                     White
748           Male                                     White
749           Male                                     White
750           Male                                     White
751           Male                                     White
752           Male                                     White
753           Male                                     White
754           Male                                     White
755           Male                                     White
756           Male                                     White
757           Male                                     White
758           Male                                     White
759           Male                                     White
760           Male                                     White
761           Male                                     White
762           Male                                     White
763           Male                                     White
764           Male                                     White
765           Male                                     White
766           Male                                     White
767           Male                                     White
768           Male                                     White
769           Male                                     White
770           Male                                     White
771         Female                                     White
772         Female                                     White
773         Female                                     White
774         Female                                     White
775         Female                                     White
776         Female                                     White
777         Female                                     White
778         Female                                     White
779         Female                                     White
780         Female                                     White
781           Male                                     White
782           Male                                     White
783           Male                                     White
784           Male                                     White
785           Male                                     White
786           Male                                     White
787           Male                                     White
788           Male                                     White
789         Female                                     White
790         Female                                     White
791         Female                                     White
792         Female                                     White
793         Female                                     White
794         Female                                     White
795         Female                                     White
796         Female                                     White
797         Female                                     Asian
798         Female                                     Asian
799           Male                                     White
800           Male                                     White
801           Male                                     White
802           Male                                     White
803           Male                                     White
804           Male                                     White
805           Male                                     White
806           Male                                     White
807           Male                                     White
808           Male                                     White
809           Male                                     White
810           Male                                     White
811           Male                                     White
812           Male                                     White
813           Male                                     White
814           Male                                     White
815           Male                                     White
816           Male                                     White
817           Male                                     White
818           Male                                     White
819           Male                                     White
820           Male                                     White
821           Male                                     White
822           Male                                     White
823           Male                                     White
824           Male                                     White
825           Male                                     White
826           Male                                     White
827           Male                                     White
828           Male                                     White
829           Male                                     White
830           Male                                     White
831           Male                                     White
832           Male                                     White
833           Male                                     White
834           Male                                     White
835           Male                                     White
836           Male                                     White
837           Male                                     White
838           Male                                     White
839           Male                                     White
840           Male                                     White
841           Male                                     White
842           Male                                     White
843           Male                                     White
844           Male                                     White
845           Male                                     White
846           Male                                     White
847           Male                                     White
848           Male                                     White
849           Male                                     White
850           Male                                     White
851           Male                                     White
852           Male                                     White
853           Male                                     White
854           Male                                     White
855           Male                                     White
856           Male                 Black or African American
857           Male                 Black or African American
858           Male                 Black or African American
859           Male                 Black or African American
860           Male                 Black or African American
861           Male                 Black or African American
862           Male                 Black or African American
863           Male                 Black or African American
864           Male                                     White
865           Male                                     White
866           Male                                     White
867           Male                                     White
868           Male                                     White
869           Male                                     White
870           Male                                     White
871           Male                                     Asian
872           Male                                     Asian
873           Male                                     White
874           Male                                     White
875           Male                                     White
876           Male                                     White
877           Male                                     White
878           Male                                     White
879           Male                                     White
880           Male                                     White
881           Male                                     White
882           Male                                     White
883           Male                                     White
884           Male                                     White
885           Male                                     White
886           Male                                     White
887           Male                                     White
888           Male                                     White
889           Male                                     Asian
890           Male                                     White
891           Male                                     White
892           Male                                     White
893           Male                                     White
894           Male                                     White
895           Male                                     White
896           Male                                     White
897           Male                                     White
898           Male                                     White
899           Male                                     White
900           Male                                     White
901           Male                                     White
902           Male                                     White
903           Male                                     White
904           Male                                     White
905           Male                                     White
906           Male                                     White
907           Male                                     White
908           Male                                     White
909           Male                 Black or African American
910           Male                 Black or African American
911           Male                 Black or African American
912           Male                 Black or African American
913           Male                 Black or African American
914           Male                 Black or African American
915           Male                 Black or African American
916           Male                 Black or African American
917           Male                                     White
918           Male                                     White
919           Male                                     White
920           Male                                     White
921           Male                                     White
922           Male                                     White
923           Male                                     White
924           Male                                     White
925           Male                                     White
926           Male                                     White
927           Male                                     White
928           Male                                     White
929           Male                                     White
930           Male                                     White
931           Male                                     White
932           Male                                     White
933           Male                                     White
934           Male                                     White
935           Male                                     White
936           Male                                     White
937           Male                                     White
938           Male                                     White
939           Male                                     White
940           Male                                     White
941           Male                                     White
942           Male                                     White
943           Male                                     White
944           Male                                     White
945           Male                                     White
946           Male                                     White
947           Male                                     White
948           Male                                     White
949           Male                                     White
950           Male                                     White
951           Male                                     White
952           Male                                     White
953           Male                                     White
954           Male                                     White
955           Male                 Black or African American
956           Male                                     White
957           Male                                     White
958           Male                                     White
959           Male                                     White
960           Male                                     White
961           Male                                     White
962           Male                                     White
963           Male                                     White
964           Male                                     White
965           Male                                     White
966           Male                                     White
967           Male                                     White
968           Male                                     White
969           Male                                     White
970           Male                                     White
971           Male                                     White
972           Male                                     White
973           Male                                     White
974           Male                                     White
975           Male                                     White
976           Male                                     White
977           Male                                     White
978           Male                                     White
979           Male                                     White
980           Male                                     White
981           Male                                     White
982           Male                                     White
983           Male                                     White
984           Male                                     White
985           Male                                     White
986           Male                                     White
987           Male                                     White
988           Male                                     White
989           Male                                     White
990           Male                                     White
991           Male                                     White
992           Male                                     White
993           Male                                     White
994           Male                                     White
995           Male                                     White
996           Male                                     White
997           Male                                     White
998           Male                                     White
999           Male                                     White
1000          Male                                     White
1001          Male                                     White
1002          Male                                     White
1003          Male                                     White
1004          Male                                     White
1005          Male                                     White
1006          Male                                     White
1007          Male                                     White
1008          Male                                     White
1009          Male                                     White
1010          Male                                     White
1011          Male                                     White
1012          Male                                     White
1013          Male                                     White
1014          Male                                     White
1015          Male                                     White
1016          Male                                     White
1017          Male                                     White
1018          Male                                     White
1019          Male                                     White
1020          Male                                     White
1021          Male                                     White
1022          Male                                     White
1023          Male                                     White
1024          Male                                     White
1025          Male                                     White
1026          Male                                     White
1027          Male                                     White
1028          Male                                     White
1029          Male                                     White
1030          Male                                     White
1031          Male                                     White
1032          Male                                     White
1033          Male                                     White
1034          Male                                     White
1035          Male                                     White
1036          Male                                     White
1037          Male                                     White
1038          Male                                     White
1039          Male                                     White
1040          Male                                     White
1041          Male                                     White
1042          Male                                     White
1043          Male                                     White
1044          Male                                     White
1045          Male                                     White
1046          Male                                     White
1047          Male                                     White
1048          Male                                     White
1049          Male                                     White
1050          Male                                     White
1051          Male                                     White
1052          Male                                     White
1053          Male                 Black or African American
1054          Male                 Black or African American
1055          Male                 Black or African American
1056        Female                                     White
1057        Female                                     White
1058        Female                                     White
1059          Male                                     White
1060          Male                                     White
1061          Male                                     White
1062          Male                                     White
1063          Male                                     White
1064          Male                                     White
1065          Male                                     White
1066          Male                                     White
1067          Male                                     White
1068          Male                                     White
1069          Male                                     White
1070          Male                                     White
1071          Male                                     White
1072          Male                                     White
1073        Female                                     White
1074        Female                                     White
1075        Female                                     White
1076          Male                                     White
1077          Male                                     White
1078          Male                                     White
1079          Male                                     White
1080          Male                                     White
1081          Male                                     White
1082          Male                                     White
1083          Male                                     White
1084          Male                                     White
1085          Male                                     White
1086          Male                                     White
1087          Male                                     White
1088          Male                                     White
1089          Male                                     White
1090          Male                                     White
1091          Male                                     White
1092          Male                                     White
1093          Male                                     White
1094          Male                                     White
1095          Male                                     White
1096          Male                                     White
1097          Male                                     White
1098          Male                                     White
1099          Male                                     White
1100          Male                                     White
1101          Male                                     White
1102          Male                                     White
1103          Male                                     White
1104          Male                                     White
1105          Male                                     White
1106          Male                                     White
1107          Male                                     White
1108          Male                                     White
1109          Male                                     White
1110          Male                                     White
1111          Male                                     White
1112          Male                                     White
1113          Male                                     White
1114          Male                                     White
1115          Male                                     White
1116          Male                                     White
1117          Male                                     White
1118          Male                                     White
1119          Male                                     White
1120          Male                                     White
1121          Male                                     White
1122          Male                                     White
1123          Male                                     White
1124          Male                                     White
1125          Male                                     White
1126          Male                                     White
1127          Male                                     White
1128          Male                                     White
1129          Male                                     White
1130          Male                                     White
1131          Male                                     White
1132          Male                                     White
1133          Male                                     White
1134          Male                                     White
1135          Male                                     White
1136          Male                                     White
1137          Male                                     White
1138          Male                                     White
1139          Male                                     White
1140          Male                                     White
1141          Male                                     White
1142          Male                                     White
1143          Male                                     White
1144          Male                                     White
1145          Male                                     White
1146          Male                                     White
1147          Male                                     White
1148          Male                                     White
1149          Male                                     White
1150          Male                                     White
1151          Male                                     White
1152          Male                                     White
1153          Male                                     White
1154          Male                                     White
1155          Male                                     White
1156          Male                                     White
1157          Male                                     White
1158          Male                                     White
1159          Male                                     White
1160          Male                                     White
1161          Male                                     White
1162          Male                                     White
1163          Male                                     White
1164          Male                                     White
1165          Male                                     White
1166          Male                                     White
1167          Male                                     White
1168          Male                                     White
1169          Male                                     White
1170          Male                                     White
1171          Male                                     White
1172          Male                                     White
1173          Male                                     White
1174          Male                                     White
1175          Male                                     White
1176          Male                                     White
1177          Male                                     White
1178          Male                                     White
1179          Male                                     White
1180          Male                                     White
1181          Male                                     White
1182          Male                                     White
1183          Male                                     White
1184          Male                                     White
1185          Male                                     White
1186          Male                                     White
1187          Male                                     White
1188          Male                                     White
1189          Male                                     White
1190          Male                                     White
1191          Male                                     White
1192          Male                                     White
1193          Male                                     White
1194          Male                                     White
1195          Male                                     White
1196          Male                                     White
1197          Male                                     White
1198          Male                                     White
1199          Male                                     White
1200          Male                                     White
1201          Male                                     White
1202          Male                                     White
1203          Male                                     White
1204          Male                                     White
1205          Male                                     White
1206          Male                                     White
1207          Male                                     White
1208          Male                                     White
1209          Male                                     White
1210          Male                                     White
1211          Male                                     White
1212        Female                                     White
1213        Female                                     White
1214        Female                                     White
1215        Female                                     White
1216        Female                                     White
1217        Female                                     White
1218        Female                                     White
1219          Male                                     White
1220          Male                                     White
1221          Male                                     White
1222          Male                                     White
1223          Male                                     White
1224          Male                                     White
1225          Male                                     White
1226          Male                                     Asian
1227          Male                                     Asian
1228          Male                                     Asian
1229          Male                                     Asian
1230          Male                                     White
1231          Male                                     White
1232          Male                                     White
1233          Male                                     White
1234          Male                                     White
1235          Male                                     White
1236          Male                                     White
1237        Female                                     White
1238        Female                                     White
1239        Female                                     White
1240        Female                                     White
1241        Female                                     White
1242        Female                                     White
1243        Female                                     White
1244        Female                                     White
1245        Female                                     White
1246        Female                                     White
1247        Female                                     White
1248        Female                                     White
1249          Male                                     Asian
1250          Male                                     Asian
1251          Male                                     Asian
1252          Male                                     Asian
1253          Male                                     Asian
1254          Male                                     Asian
1255          Male                                     White
1256          Male                                     White
1257          Male                                     White
1258          Male                                     White
1259          Male                                     White
1260          Male                                     White
1261          Male                                     White
1262          Male                                     White
1263          Male                                     White
1264          Male                                     White
1265          Male                                     White
1266          Male                                     White
1267          Male                 Black or African American
1268          Male                 Black or African American
1269          Male                 Black or African American
1270          Male                 Black or African American
1271          Male                                     White
1272          Male                                     White
1273          Male                                     White
1274          Male                                     White
1275          Male                                     White
1276          Male                                     White
1277          Male                                     White
1278          Male                                     White
1279          Male                                     White
1280          Male                                     White
1281          Male                                     White
1282          Male                                     White
1283          Male                                     White
1284          Male                                     White
1285          Male                                     White
1286          Male                                     White
1287          Male                                     White
1288          Male                                     White
1289          Male                                     White
1290          Male                                     White
1291          Male                                     White
1292          Male                                     White
1293          Male                                     White
1294          Male                                     White
1295          Male                                     White
1296        Female                 Black or African American
1297        Female                 Black or African American
1298        Female                 Black or African American
1299          Male                                     White
1300          Male                                     White
1301          Male                                     White
1302          Male                                     White
1303          Male                                     White
1304          Male                                     White
1305          Male                                     White
1306          Male                                     White
1307          Male                                     White
1308          Male                                     White
1309          Male                                     White
1310          Male                                     White
1311          Male                                     White
1312          Male                                     White
1313          Male                                     White
1314          Male                                     White
1315          Male                                     White
1316          Male                                     White
1317          Male                                     White
1318          Male                                     White
1319          Male                                     White
1320          Male                                     White
1321          Male                                     White
1322          Male                                     White
1323          Male                                     White
1324          Male                                     White
1325          Male                                     White
1326          Male                                     White
1327          Male                                     White
1328          Male                                     White
1329          Male                                     White
1330          Male                                     White
1331          Male                                     White
1332        Female                                     White
1333        Female                                     White
1334        Female                                     White
1335          Male                                     White
1336          Male                                     White
1337          Male                                     White
1338          Male                                     White
1339          Male                                     White
1340          Male                                     White
1341          Male                                     White
1342          Male                                     White
1343          Male                                     White
1344          Male                                     White
1345          Male                                     White
1346          Male                                     White
1347          Male                                     White
1348          Male                                     White
1349          Male                                     White
1350          Male                                     White
1351          Male                                     White
1352          Male                                     White
1353          Male                                     White
1354          Male                                     White
1355          Male                                     White
1356          Male                                     White
1357          Male                                     White
1358        Female                                     White
1359        Female                                     White
1360          Male                                     Asian
1361          Male                                     Asian
1362        Female                                     White
1363        Female                                     White
1364        Female                                     White
1365        Female                                     White
1366        Female                                     White
1367        Female                                     White
1368        Female                                     White
1369        Female                                     White
1370        Female                                     White
1371        Female                                     White
1372          Male Native Hawaiian or Other Pacific Islander
1373          Male                                     White
1374          Male                                     White
1375          Male                                     White
1376          Male                                     White
1377          Male                                     White
1378          Male                                     White
1379          Male                                     White
1380          Male                                     White
1381          Male                                     White
1382          Male                                     White
1383          Male                                     White
1384          Male                                     White
1385          Male                                     White
1386          Male                                     White
1387          Male                                     White
1388          Male                                     White
1389          Male                                     White
1390          Male                                     White
1391          Male                                     White
1392          Male                                     White
1393          Male                                     White
1394          Male                                     White
1395          Male                                     White
1396          Male                                     White
1397        Female Native Hawaiian or Other Pacific Islander
1398        Female Native Hawaiian or Other Pacific Islander
1399        Female Native Hawaiian or Other Pacific Islander
1400        Female Native Hawaiian or Other Pacific Islander
1401        Female Native Hawaiian or Other Pacific Islander
1402        Female Native Hawaiian or Other Pacific Islander
1403          Male                                     White
1404          Male                                     White
1405          Male                                     White
1406        Female                                     White
1407        Female                                     White
1408        Female                                     White
1409        Female                                     White
1410        Female                                     White
1411        Female                                     White
1412        Female                                     White
1413        Female                                     White
1414          Male                                     White
1415          Male                                     White
1416          Male                                     White
1417          Male                                     White
1418          Male                                     White
1419          Male                                     White
1420          Male                                     White
1421           N/A                                       N/A
1422           N/A                                       N/A
1423           N/A                                       N/A
1424           N/A                                       N/A
1425           N/A                                       N/A
1426           N/A                                     Asian
1427           N/A                                     Asian
1428           N/A                                     Asian
1429           N/A                                     Asian
1430           N/A                                     Asian
1431           N/A                                     Asian
1432           N/A                                     Asian
1433           N/A                                     Asian
1434           N/A                                     Asian
1435           N/A                                     Asian
1436           N/A                                     Asian
1437           N/A                                     Asian
1438           N/A                                     Asian
1439           N/A                                       N/A
1440           N/A                                       N/A
1441           N/A                                       N/A
1442           N/A Native Hawaiian or Other Pacific Islander
1443           N/A Native Hawaiian or Other Pacific Islander
1444           N/A Native Hawaiian or Other Pacific Islander
1445           N/A Native Hawaiian or Other Pacific Islander
1446           N/A Native Hawaiian or Other Pacific Islander
1447           N/A Native Hawaiian or Other Pacific Islander
1448           N/A                                       N/A
1449           N/A          American Indian or Alaska Native
1450           N/A                                     White
1451           N/A          American Indian or Alaska Native
1452           N/A                                       N/A
1453           N/A                                       N/A
1454           N/A                                       N/A
1455           N/A                                       N/A
1456           N/A                                       N/A
1457           N/A                                       N/A
1458           N/A                                       N/A
1459           N/A                                       N/A
1460           N/A                                       N/A
1461           N/A                                       N/A
1462           N/A                                       N/A
1463           N/A                                       N/A
1464           N/A                                       N/A
1465           N/A                                       N/A
1466           N/A                                       N/A
1467           N/A Native Hawaiian or Other Pacific Islander
1468           N/A Native Hawaiian or Other Pacific Islander
1469           N/A Native Hawaiian or Other Pacific Islander
1470           N/A Native Hawaiian or Other Pacific Islander
1471           N/A Native Hawaiian or Other Pacific Islander
1472           N/A          American Indian or Alaska Native
1473           N/A          American Indian or Alaska Native
1474           N/A          American Indian or Alaska Native
1475           N/A          American Indian or Alaska Native
1476           N/A          American Indian or Alaska Native
1477           N/A          American Indian or Alaska Native
1478           N/A                                       N/A
1479          Male                                     White
1480          Male                                     White
1481          Male                                     White
1482          Male                                     White
1483          Male                                     White
1484          Male                                     White
1485          Male                                     White
1486          Male                                     White
1487          Male                                     White
1488          Male                                     White
1489          Male                                     White
1490          Male                                     White
1491          Male                                     White
1492          Male                                     White
1493          Male                                     White
1494          Male                                     White
1495          Male                                     White
1496          Male                                     White
1497          Male                                     White
1498          Male                                     White
1499          Male                                     White
1500          Male                                     White
1501          Male                                     White
1502          Male                                     White
1503          Male                                     White
1504          Male                                     White
1505          Male                                     White
1506          Male                                     White
1507          Male                                     White
1508          Male                                     White
1509          Male                                     White
1510          Male                                     White
1511          Male                                     White
1512          Male                                     White
1513          Male                                     White
1514          Male                                     White
1515          Male                                     White
1516          Male                                     White
1517          Male                                     White
1518          Male                                     White
1519          Male                                     White
1520          Male                                     White
1521          Male                                     White
1522          Male                                     White
1523          Male                                     White
1524          Male                                     White
1525          Male                                     White
1526          Male                                     White
1527          Male                                     White
1528          Male                                     White
1529          Male                                     White
1530          Male                                     White
1531          Male                                     White
1532          Male                                     White
1533          Male                                     White
1534          Male                                     White
1535          Male                                     White
1536          Male                                     White
1537          Male                                     White
1538          Male                                     White
1539          Male                                     White
1540          Male                                     White
1541          Male                                     White
1542          Male                                     White
1543          Male                                     White
1544          Male                                     White
1545          Male                                     White
1546          Male                                     White
1547          Male                                     White
1548          Male                                     White
1549          Male                                     White
1550          Male                                     White
1551          Male                                     White
1552          Male                                     White
1553          Male                                     White
1554          Male                                     White
1555          Male                                     White
1556          Male                                     White
1557          Male                                     White
1558          Male                                     White
1559          Male                                     White
1560          Male                                     White
1561          Male                                     White
1562          Male                                     White
1563          Male                                     White
1564          Male                                     White
1565          Male                                     White
1566          Male                                     White
1567          Male                                     White
1568          Male                                     White
1569          Male                                     White
1570          Male                                     White
1571          Male                                     White
1572          Male                                     White
1573          Male                                     White
1574          Male                                     White
1575          Male                                     White
1576          Male                                     White
1577          Male                                     White
1578          Male                                     White
1579          Male                                     White
1580          Male                                     White
1581          Male                                     White
1582          Male                                     White
1583          Male                                     White
1584          Male                                     White
1585          Male                                     White
1586          Male                                     White
1587          Male                                     White
1588          Male                                     White
1589          Male                                     White
1590          Male                                     White
1591          Male                                     White
1592          Male                                     White
1593          Male                                     White
1594          Male                                     White
1595          Male                                     White
1596          Male                                     White
1597          Male                                     White
1598          Male                                     White
1599          Male                                     White
1600          Male                                     White
1601          Male                                     White
1602          Male                                     White
1603          Male                                     White
1604          Male                                     White
1605          Male                                     White
1606          Male                                     White
1607          Male                                     White
1608          Male                                     White
1609          Male                                     White
1610          Male                                     White
1611          Male                                     White
1612          Male                                     White
1613          Male                                     White
1614          Male                                     White
1615          Male                                     White
1616          Male                                     White
1617          Male                                     White
1618          Male                                     White
1619          Male                                     White
1620          Male                                     White
1621          Male                                     White
1622          Male                                     White
1623          Male                                     White
1624          Male                                     White
1625          Male                                     White
1626          Male                                     White
1627          Male                                     White
1628          Male                                     White
1629          Male                                     White
1630          Male                                     White
1631          Male                                     White
1632          Male                                     White
1633          Male                                     White
1634          Male                                     White
1635          Male                                     White
1636          Male                                     White
1637          Male                                     White
1638          Male                                     White
1639          Male                                     White
1640          Male                                     White
1641          Male                                     White
1642          Male                                     White
1643          Male                                     White
1644          Male                                     White
1645          Male                                     White
1646          Male                                     White
1647          Male                                     White
1648          Male                                     White
1649          Male                                     White
1650          Male                                     White
1651          Male                                     White
1652          Male                                     White
1653        Female                                     White
1654        Female                                     White
1655        Female                                     White
1656        Female                                     White
1657        Female                                     White
1658        Female                                     White
1659        Female                                     White
1660        Female                                     White
1661        Female                                     White
1662        Female                                     White
1663          Male                                     White
1664          Male                                     White
1665          Male                                     White
1666          Male                                     White
1667          Male                                     White
1668          Male                                     White
1669          Male                                     White
1670          Male                                     White
1671          Male                                     White
1672          Male                                     White
1673          Male                                     White
1674          Male                                     White
1675          Male                                     White
1676          Male                                     White
1677          Male                                     White
1678          Male                                     White
1679          Male                                     White
1680          Male                                     White
1681          Male                                     White
1682          Male                                     White
1683          Male                                     White
1684          Male                                     White
1685          Male                                     White
1686          Male                                     White
1687          Male                                     White
1688          Male                 Black or African American
1689          Male                                     White
1690          Male                                     White
1691          Male                                     White
1692          Male                                     White
1693        Female                                     White
1694        Female                                     White
1695        Female                                     White
1696        Female                                     White
1697        Female                                     White
1698        Female                                     White
1699        Female                                     White
1700          Male                                     Asian
1701          Male                                     White
1702          Male                                     White
1703          Male                                     White
1704          Male                                     White
1705          Male                                     White
1706          Male                                     White
1707          Male                                     White
1708          Male                                     White
1709          Male                                     White
1710          Male                                     White
1711          Male                                     Asian
1712          Male                                     Asian
1713        Female                                       N/A
1714          Male                                     White
1715          Male                                     White
1716          Male                                     White
1717          Male                                     White
1718          Male                                     White
1719          Male                                     White
1720          Male                                     White
1721          Male                                     White
1722          Male                                     White
1723          Male                                     White
1724          Male                                     White
1725          Male                                     White
1726          Male                                     White
1727        Female                                     White
1728        Female                                     White
1729        Female                                     White
1730          Male                                     Asian
1731          Male                                     Asian
1732          Male                                     Asian
1733          Male                                     Asian
1734          Male                                     Asian
1735          Male                                     Asian
1736          Male                                     Asian
1737          Male                                     Asian
1738          Male                                     Asian
1739          Male                                     Asian
1740          Male                                     Asian
1741          Male                                     Asian
1742          Male                                     Asian
1743          Male                                     Asian
1744        Female                                     White
1745        Female                                     White
1746          Male                                     Asian
1747          Male                                     Asian
1748          Male                                     Asian
1749          Male                                     Asian
1750          Male                                     Asian
1751          Male                                     Asian
1752          Male                                     White
1753          Male                                     White
1754          Male                                     White
1755          Male                                     White
1756          Male                                     White
1757          Male                                     White
1758          Male                                     White
1759          Male                                     White
1760          Male                                     White
1761          Male                                     White
1762          Male                                     White
1763          Male                                     White
1764          Male                                     White
1765          Male                                     White
1766          Male                                     White
1767          Male                                     White
1768          Male                                     White
1769          Male                                     White
1770          Male                                     White
1771          Male                                     White
1772          Male                                     White
1773          Male                                     White
1774          Male                                     White
1775          Male                                     White
1776          Male                                     White
1777          Male                                     White
1778          Male                                     White
1779          Male                                     White
1780          Male                                     White
1781          Male                                     White
1782          Male                                     White
1783          Male                                     White
1784          Male                                     White
1785          Male                                     White
1786          Male                                     White
1787          Male                                     White
1788          Male                                     White
1789          Male                                     White
1790          Male                                     White
1791          Male                                     White
1792          Male                                     White
1793          Male                                     White
1794          Male                                     White
1795          Male                                     White
1796          Male                                     White
1797          Male                                     White
1798          Male                                     White
1799          Male                                     White
1800          Male                                     White
1801          Male                                     White
1802          Male                                     White
1803          Male                                     White
1804          Male                                     White
1805          Male                                     White
1806          Male                                     White
1807          Male                                     White
1808          Male                                     White
1809          Male                                     White
1810          Male                                     White
1811          Male                                     White
1812          Male                                     White
1813          Male                                     White
1814          Male                                     White
1815          Male                                     White
1816          Male                                     White
1817          Male                                     White
1818          Male                                     White
1819          Male                                     White
1820          Male                                     White
1821          Male                                     White
1822          Male                                     White
1823          Male                                     White
1824          Male                                     White
1825          Male          American Indian or Alaska Native
1826          Male          American Indian or Alaska Native
1827          Male                                     Asian
1828          Male                                     Asian
1829          Male                                     Asian
1830          Male                                     Asian
1831          Male                                     White
1832          Male                 Black or African American
1833          Male                 Black or African American
1834          Male                 Black or African American
1835          Male                 Black or African American
1836          Male                 Black or African American
1837          Male                                     White
1838          Male                                     White
1839          Male                                     White
1840          Male                                     White
1841          Male                                     White
1842          Male                                     White
1843          Male                                     White
1844          Male                                     White
1845          Male                                     White
1846          Male                                     White
1847          Male                                     White
1848          Male                                     White
1849          Male                                     White
1850          Male                                     White
1851          Male                                     White
1852          Male                                     White
1853          Male                                     White
1854          Male                                     White
1855          Male                                     White
1856          Male                                     White
1857          Male                                     White
1858          Male                                     White
1859          Male                                     White
1860          Male                                     White
1861          Male                                     White
1862          Male                                     White
1863          Male                                     White
1864          Male                                     White
1865          Male                                     White
1866          Male                                     White
1867          Male                                     White
1868          Male                                     White
1869          Male                 Black or African American
1870          Male                 Black or African American
1871          Male                                     White
1872          Male                                     White
1873          Male                                     White
1874          Male                                     White
1875          Male                                     White
1876          Male                                     White
1877          Male                                     White
1878          Male                                     White
1879          Male                                     White
1880          Male                                     White
1881          Male                                     White
1882          Male                                     White
1883          Male                                     White
1884          Male                                     White
1885          Male                                     White
1886          Male                                     White
1887          Male                                     White
1888          Male                                     White
1889          Male                                     White
1890          Male                                     White
1891          Male                                     White
1892          Male                                     White
1893          Male                                     White
1894          Male                                     White
1895          Male                                     White
1896          Male                                     White
1897          Male                                     White
1898          Male                                     White
1899          Male                                     White
1900          Male                                     White
1901          Male                                     White
1902          Male                                     White
1903          Male                                     White
1904          Male                                     White
1905          Male                                     White
1906          Male                                     White
1907          Male                                     White
1908          Male                                     White
1909          Male                                     White
1910          Male                                     White
1911          Male                                     White
1912          Male                                     White
1913          Male                                     White
1914          Male                                     White
1915          Male                                     White
1916          Male                                     White
1917          Male                                     White
1918          Male                                     White
1919          Male                                     White
1920          Male                                     White
1921          Male                                     White
1922          Male                                     White
1923          Male                                     White
1924          Male                                     White
1925          Male                                     White
1926          Male                                     White
1927          Male                                     Asian
1928          Male                                     Asian
1929        Female                                     Asian
1930        Female                                     Asian
1931          Male                                     Asian
1932          Male                                     Asian
1933          Male                                     Asian
1934          Male                                     Asian
1935          Male                                     Asian
1936          Male                                     Asian
1937          Male                                     Asian
1938          Male                                     Asian
1939          Male                                     Asian
1940          Male                                     Asian
1941          Male                                     Asian
1942          Male                                     Asian
1943          Male                                     Asian
1944          Male                                     White
1945          Male                                     White
1946          Male                                     White
1947          Male                                     White
1948          Male                                     White
1949          Male                                     White
1950          Male                                     White
1951          Male                                     White
1952          Male                                     White
1953          Male                                     White
1954          Male                                     White
1955          Male                                     White
1956          Male                                     White
1957          Male                                     White
1958          Male                                     White
1959          Male                                     White
1960          Male                                     White
1961          Male                                     White
1962          Male                                     White
1963          Male                                     White
1964          Male                                     White
1965          Male                                     White
1966          Male                                     White
1967          Male                                     White
1968          Male                                     White
1969          Male                                     White
1970          Male                                     White
1971          Male                                     White
1972          Male                                     White
1973          Male                                     White
1974          Male                                     White
1975          Male                                     White
1976          Male                                     White
1977          Male                                     White
1978          Male                                     Asian
1979          Male                                     Asian
1980          Male                                     White
1981          Male                                     White
1982          Male                                     White
1983          Male                                     White
1984          Male                                     White
1985          Male                                     White
1986          Male                                     White
1987          Male                                     White
1988          Male                                     White
1989          Male                                     White
1990          Male                                     White
1991          Male                                     White
1992        Female                                     White
1993        Female                                     White
1994        Female                                     White
1995        Female                                     White
1996        Female                                     White
1997          Male                                     White
1998          Male                                     White
1999          Male                                     White
2000          Male                                     White
2001        Female                                     White
2002        Female                                     White
2003          Male                                     White
2004          Male                                     White
2005          Male                                     White
2006          Male                                     White
2007          Male                                     White
2008          Male                                     White
2009          Male                                     White
2010          Male                                     White
2011          Male                                     White
2012          Male                                     White
2013          Male                                     White
2014          Male                                     White
2015          Male                                     White
2016          Male                                     White
2017          Male                                     White
2018          Male                                     White
2019          Male                                     White
2020          Male                                     White
2021          Male                                     White
2022          Male                                     White
2023          Male                                     White
2024          Male                                     White
2025          Male                                     White
2026          Male                                     White
2027          Male                                     White
2028          Male                                     White
2029          Male                                     White
2030          Male                                     White
2031          Male                                     White
2032          Male                                     White
2033          Male                                     White
2034          Male                                     White
2035          Male                                     White
2036          Male                                     White
2037          Male                                     White
2038          Male                                     White
2039          Male                                     White
2040          Male                                     White
2041          Male                                     White
2042          Male                                     White
2043          Male                                     White
2044          Male                                     White
2045        Female                                     White
2046        Female                                     White
2047        Female                                     White
2048        Female                                     White
2049          Male                                     White
2050          Male                                     White
2051          Male                                     White
2052          Male                                     White
2053          Male                                     White
2054          Male                                     White
2055          Male                                     White
2056          Male                                     White
2057          Male                                     White
2058          Male                                     White
2059          Male                                     White
2060          Male                                     White
2061          Male                                     White
2062          Male                 Black or African American
2063          Male                 Black or African American
2064        Female                                     White
2065        Female                                     White
2066        Female                                     White
2067        Female                                     White
2068          Male                                     White
2069          Male                                     White
2070          Male                                     White
2071          Male                                     White
2072          Male                                     White
2073          Male                                     White
2074          Male                                     White
2075          Male                                     White
2076          Male                                     White
2077          Male                                     White
2078          Male                                     White
2079          Male                                     White
2080          Male                                     White
2081        Female                                     White
2082        Female                                     White
2083        Female                                     White
2084        Female                                     White
2085        Female                                     White
2086        Female                                     White
2087        Female                                     White
2088        Female                                     White
2089        Female                                     White
2090        Female                                     White
2091          Male                                     White
2092          Male                                     White
2093          Male                                     White
2094          Male                                     White
2095          Male                                     White
2096          Male                                     White
2097          Male                                     White
2098          Male                                     White
2099          Male                                     White
2100          Male                                     White
2101          Male                                     White
2102          Male                                     White
2103          Male                                     White
2104          Male                                     White
2105          Male                                     White
2106          Male                                     White
2107          Male                                     White
2108          Male                                     White
2109          Male                                     White
2110          Male                                     White
2111          Male                                     White
2112          Male                                     White
2113          Male                                     White
2114          Male                                     White
2115          Male                                     White
2116          Male                                     White
2117          Male                                     White
2118          Male                                     White
2119          Male                                     White
2120          Male                                     White
2121          Male                                     White
2122          Male                                     White
2123          Male                                     White
2124          Male                                     White
2125          Male                                     White
2126        Female                                     White
2127        Female                                     White
2128        Female                                     White
2129        Female                                     White
2130          Male                                     White
2131          Male                                     White
2132          Male                                     White
2133          Male                                     White
2134          Male                                     White
2135          Male                                     White
2136          Male                                     White
2137          Male                                     White
2138          Male                                     White
2139          Male                                     White
2140          Male                                     White
2141          Male                                     White
2142          Male                                     White
2143          Male                                     White
2144          Male                                     White
2145          Male                                     White
2146          Male                                     White
2147          Male                                     White
2148          Male                                     White
2149          Male                                     White
2150          Male                                     White
2151          Male                                     White
2152          Male                                     White
2153          Male                                     White
2154          Male                                     White
2155          Male                                     White
2156          Male                                     White
2157          Male                                     White
2158          Male                                     White
2159          Male                                     White
2160        Female                                     White
2161        Female                                     White
2162        Female                                     White
2163        Female                                     White
2164        Female                                     White
2165        Female                                     White
2166          Male                                     White
2167          Male                                     White
2168          Male                                     White
2169          Male                                     White
2170          Male                                     White
2171          Male                                     White
2172          Male                                     White
2173          Male                                     White
2174          Male                                     White
2175          Male                                     White
2176          Male                                     White
2177          Male                                     White
2178          Male                                     White
2179          Male                                     White
2180          Male                                     White
2181          Male                                     White
2182          Male                                     White
2183          Male                                     White
2184          Male                                     White
2185          Male                                     White
2186          Male                                     White
2187          Male                                     White
2188          Male                                     White
2189          Male                                     White
2190          Male                                     White
2191          Male                                     White
2192          Male                                     White
2193          Male                                     White
2194          Male                                     White
2195          Male                                     White
2196          Male                                     White
2197          Male                                     White
2198          Male                                     White
2199          Male                                     White
2200          Male                                     White
2201          Male                                     White
2202          Male                                     White
2203          Male                                     White
2204          Male                                     White
2205          Male                                     White
2206          Male                                     White
2207          Male                                     White
2208          Male                                     White
2209          Male                                     White
2210          Male                                     White
2211          Male                                     White
2212          Male                                     White
2213          Male                                     White
2214          Male                                     White
2215          Male                                     White
2216          Male                                     White
2217          Male                                     White
2218          Male                                     White
2219          Male                                     White
2220          Male                                     White
2221          Male                                     White
2222          Male                                     White
2223          Male                                     White
2224          Male                                     White
2225          Male                                     White
2226          Male                                     White
2227          Male                                     White
2228          Male                                     White
2229          Male                                     White
2230          Male                                     White
2231          Male                                     White
2232        Female                                     White
2233        Female                                     White
2234        Female                                     White
2235        Female                                     White
2236        Female                                     White
2237        Female                                     White
2238          Male                                     White
2239          Male                                     White
2240          Male                                     White
2241          Male                                     White
2242          Male                                     White
2243          Male                                     White
2244          Male                                     White
2245          Male                                     White
2246          Male                                     White
2247          Male                                     White
2248          Male                                     White
2249          Male                                     White
2250          Male                                     White
2251          Male                                     White
2252          Male                                     White
2253          Male                                     White
2254          Male                                     White
2255          Male                                     White
2256          Male                                     White
2257          Male                                     White
2258          Male                                     White
2259          Male                                     White
2260          Male                                     White
2261          Male                                     White
2262          Male                                     White
2263          Male                                     White
2264          Male                                     White
2265          Male                                     White
2266          Male                                     White
2267          Male                                     White
2268          Male                                     White
2269          Male                                     White
2270          Male                                     White
2271          Male                                     White
2272          Male                                     White
2273          Male                                     White
2274          Male                                     White
2275          Male                                     White
2276          Male                                     White
2277          Male                                     White
2278          Male                                     White
2279          Male                                     White
2280          Male                                     White
2281          Male                                     White
2282          Male                                     White
2283          Male                                     White
2284          Male                                     White
2285          Male                                     White
2286          Male                                     White
2287          Male                                     White
2288          Male                                     White
2289          Male                                     White
2290          Male                                     White
2291          Male                                     White
2292          Male                                     White
2293          Male                                     White
2294          Male                                     White
2295          Male                                     White
2296          Male                                     White
2297          Male                                     White
2298          Male                                     White
2299          Male                                     White
2300          Male                                     White
2301          Male                                     White
2302          Male                                     White
2303          Male                                     White
2304          Male                                     White
2305          Male                                     White
2306          Male                                     White
2307          Male                                     White
2308          Male                                     White
2309          Male                                     White
2310          Male                                     White
2311          Male                                     White
2312          Male                                     White
2313          Male                                     White
2314          Male                                     White
2315          Male                                     White
2316          Male                                     White
2317          Male                                     White
2318          Male                                     White
2319          Male                                     White
2320          Male                                     White
2321          Male                                     White
2322          Male                                     White
2323          Male                                     White
2324          Male                                     White
2325          Male                                     White
2326          Male                                     White
2327          Male                                     White
2328          Male                                     White
2329          Male                                     White
2330          Male                                     White
2331          Male                                     White
2332          Male                                     White
2333          Male                                     White
2334          Male                                     White
2335        Female                                     White
2336        Female                                     White
2337        Female                                     White
2338        Female                                     White
2339          Male                                     White
2340          Male                                     White
2341          Male                                     White
2342          Male                                     White
2343          Male                                     White
2344          Male                                     White
2345          Male                                     White
2346          Male                                     White
2347          Male                                     White
2348          Male                                     White
2349          Male                                     White
2350          Male                                     White
2351          Male                                     White
2352          Male                                     White
2353          Male                                     White
2354          Male                                     White
2355          Male                                     White
2356          Male                                     White
2357          Male                                     White
2358          Male                                     White
2359          Male                                     White
2360          Male                                     White
2361          Male                                     White
2362          Male                                     White
2363          Male                                     White
2364          Male                                     White
2365          Male                                     White
2366          Male                                     White
2367          Male                                     White
2368          Male                                     White
2369          Male                                     White
2370          Male                                     White
2371          Male                                     White
2372          Male                                     White
2373          Male                                     White
2374          Male                                     White
2375          Male                                     White
2376          Male                                     White
2377          Male                                     White
2378          Male                                     White
2379          Male                                     White
2380          Male                                     White
2381          Male                                     White
2382          Male                                     White
2383          Male                                     White
2384          Male                                     White
2385          Male                                     White
2386          Male                                     White
2387          Male                                     White
2388          Male                                     White
2389          Male                                     White
2390          Male                                     White
2391          Male                                     White
2392          Male                                     White
2393          Male                                     White
2394          Male                                     White
2395          Male                                     White
2396          Male                                     White
2397          Male                                     White
2398          Male                                     White
2399          Male                                     White
2400          Male                                     White
2401        Female                                     White
2402        Female                                     White
2403        Female                                     White
2404        Female                                     White
2405        Female                                     White
2406        Female                                     White
2407        Female                                     White
2408        Female                                     White
2409        Female                                     White
2410        Female                                     White
2411        Female                                     White
2412        Female                                     White
2413          Male                                     White
2414          Male                                     White
2415          Male                                     White
2416          Male                                     White
2417          Male                                     White
2418          Male                                     White
2419          Male                                     White
2420          Male                                     White
2421          Male                                     White
2422          Male                                     White
2423          Male                                     White
2424          Male                                     White
2425          Male                                     White
2426          Male                                     White
2427          Male                                     White
2428          Male                                     White
2429          Male                                     White
2430          Male                                     White
2431          Male                                     White
2432          Male                                     White
2433          Male                                     White
2434          Male                                     White
2435          Male                                     White
2436          Male                                     White
2437          Male                                     White
2438          Male                                     White
2439          Male                                     White
2440          Male                                     White
2441          Male                                     White
2442          Male                                     White
2443          Male                                     White
2444          Male                                     White
2445          Male                                     White
2446          Male                                     White
2447          Male                                     White
2448          Male                                     White
2449          Male                                     White
2450          Male                                     White
2451          Male                                     White
2452        Female                                     White
2453        Female                                     White
2454        Female                                     White
2455        Female                                     White
2456        Female                                     White
2457        Female                                     White
2458        Female                                     White
2459        Female                                     White
2460          Male                                     White
2461          Male                                     White
2462          Male                                     White
2463          Male                                     White
2464          Male                                     White
2465          Male                                     White
2466          Male                                     White
2467          Male                                     White
2468          Male                                     White
2469          Male                                     White
2470          Male                                     White
2471          Male                                     White
2472          Male                                     White
2473          Male                                     White
2474          Male                                     White
2475          Male                                     White
2476          Male                                     White
2477          Male                                     White
2478          Male                                     White
2479          Male                                     White
2480          Male                                     White
2481          Male                                     White
2482          Male                                     White
2483          Male                                     White
2484          Male                                     White
2485          Male                                     White
2486          Male                                     White
2487          Male                                     White
2488          Male                                     White
2489          Male                                     White
2490          Male                                     White
2491          Male                                     White
2492          Male                                     White
2493          Male                                     White
2494          Male                                     White
2495          Male                                     White
2496          Male                                     White
2497          Male                                     White
2498          Male                                     White
2499          Male                                     White
2500          Male                                     White
2501          Male                                     White
2502          Male                                     White
2503          Male                 Black or African American
2504          Male                 Black or African American
2505          Male                 Black or African American
2506          Male                 Black or African American
2507          Male                 Black or African American
2508          Male                 Black or African American
2509          Male                                     White
2510          Male                                     White
2511          Male                                     White
2512          Male                                     White
2513          Male                                     White
2514          Male                                     White
2515          Male                                     White
2516          Male                                     White
2517          Male                                     White
2518          Male                                     White
2519          Male                                     White
2520          Male                                     White
2521          Male                                     White
2522          Male                                     White
2523          Male                                     White
2524          Male                                     White
2525          Male                                     White
2526          Male                                     White
2527          Male                                     White
2528          Male                                     White
2529          Male                                     White
2530          Male                                     White
2531          Male                                     White
2532          Male                                     White
2533          Male                                     White
2534          Male                                     White
2535          Male                 Black or African American
2536          Male                 Black or African American
2537          Male                 Black or African American
2538          Male                 Black or African American
2539          Male                                     White
2540          Male                                     White
2541          Male                                     White
2542          Male                                     White
2543          Male                                     White
2544          Male                                     White
2545          Male                                     White
2546          Male                                     White
2547          Male                                     White
2548          Male                                     White
2549          Male                                     White
2550          Male                                     White
2551          Male                                     White
2552          Male                                     White
2553          Male                                     White
2554          Male                                     White
2555          Male                                     White
2556          Male                                     White
2557          Male                                     White
2558          Male                                     White
2559          Male                                     White
2560          Male                                     White
2561          Male                                     White
2562          Male                                     White
2563          Male                                     White
2564          Male                                     White
2565          Male                                     White
2566          Male                                     White
2567          Male                                     White
2568          Male                                     White
2569          Male                                     White
2570          Male                                     White
2571          Male                                     White
2572          Male                 Black or African American
2573          Male                 Black or African American
2574          Male                 Black or African American
2575          Male                 Black or African American
2576          Male                                     White
2577          Male                                     White
2578          Male                                     White
2579          Male                                     White
2580          Male                                     White
2581          Male                                     White
2582          Male                                     White
2583          Male                                     White
2584          Male                                     White
2585          Male                                     White
2586          Male                                     White
2587          Male                                     White
2588          Male                                     White
2589          Male                                     White
2590          Male                                     White
2591          Male                                     White
2592          Male                                     White
2593          Male                                     White
2594          Male                                     White
2595          Male                                     White
2596          Male                                     White
2597          Male                                     White
2598          Male                                     White
2599          Male                                     White
2600          Male                                     White
2601          Male                                     White
2602          Male                                     White
2603          Male                                     White
2604          Male                                     White
2605          Male                                     White
2606          Male                                     White
2607          Male                                     White
2608          Male                                     White
2609          Male                                     White
2610          Male                                     White
2611          Male                                     White
2612          Male                                     White
2613          Male                                     White
2614          Male                                     White
2615          Male                                     White
2616          Male                                     White
2617          Male                                     White
2618          Male                                     White
2619          Male                                     White
2620          Male                                     White
2621          Male                                     White
2622          Male                                     White
2623          Male                                     White
2624          Male                                     White
2625          Male                                     White
2626          Male                                     White
2627          Male                                     White
2628          Male                                     White
2629          Male                                     White
2630          Male                                     White
2631          Male                                     White
2632          Male                                     White
2633          Male                                     White
2634          Male                 Black or African American
2635          Male                 Black or African American
2636        Female                                     White
2637        Female                                     White
2638          Male                                     White
2639          Male                                     White
2640          Male                                     White
2641          Male                                     White
2642          Male                                     White
2643          Male                                     White
2644          Male                                     White
2645          Male                                     White
2646          Male                                     White
2647          Male                                     White
2648          Male                                     White
2649          Male                                     White
2650          Male                                     White
2651        Female                                     White
2652        Female                                     White
2653        Female                                     White
2654        Female                                     White
2655          Male                                     White
2656          Male                                     White
2657          Male                                     White
2658          Male                                     White
2659          Male                                     White
2660          Male                                     White
2661          Male                                     White
2662          Male                                     White
2663          Male                                     White
2664          Male                                     White
2665          Male                                     White
2666          Male                                     White
2667          Male                                     White
2668          Male                                     White
2669          Male                                     White
2670          Male                                     White
2671          Male                                     White
2672          Male                                     White
2673          Male                                     White
2674          Male                                     White
2675          Male                                     White
2676          Male                                     White
2677          Male                                     White
2678          Male                                     White
2679          Male                                     White
2680          Male                                     White
2681          Male                                     White
2682          Male                                     White
2683          Male                                     White
2684          Male                                     White
2685          Male                                     White
2686          Male                                     White
2687          Male                                     White
2688          Male                                     White
2689          Male                                     White
2690          Male                                     White
2691          Male                                     White
2692          Male                                     White
2693          Male                                     White
2694          Male                                     White
2695          Male                                     White
2696          Male                                     White
2697          Male                                     White
2698          Male                                     White
2699          Male                                     White
2700          Male                                     White
2701          Male                                     White
2702          Male                                     White
2703          Male                                     White
2704          Male                                     White
2705          Male                                     White
2706          Male                                     White
2707          Male                                     White
2708          Male                                     White
2709          Male                                     White
2710          Male                                     White
2711          Male                                     White
2712          Male                                     White
2713          Male                                     White
2714          Male                                     White
2715          Male                                     White
2716          Male                                     White
2717          Male                                     White
2718          Male                                     White
2719          Male                                     White
2720          Male                                     White
2721          Male                                     White
2722        Female                                     White
2723        Female                                     White
2724        Female                                     White
2725        Female                                     White
2726        Female                                     White
2727        Female                                     White
2728          Male                                     White
2729          Male                                     White
2730          Male                                     White
2731          Male                                     White
2732        Female                                     White
2733        Female                                     White
2734        Female                                     White
2735        Female                                     White
2736        Female                                     White
2737        Female          American Indian or Alaska Native
2738        Female          American Indian or Alaska Native
2739          Male                                     White
2740          Male                                     White
2741          Male                                     White
2742          Male                                     White
2743          Male                                     White
2744          Male                                     White
2745          Male                                     White
2746          Male                                     White
2747          Male                                     White
2748          Male                                     White
2749          Male                                     White
2750          Male                                     White
2751          Male                                     White
2752          Male                                     White
2753          Male                                     White
2754          Male                                     White
2755        Female                                     White
2756        Female                                     White
2757        Female                                     White
2758        Female                                     White
2759          Male                                     White
2760        Female                                     White
2761        Female                                     White
2762        Female                                     White
2763        Female                                     White
2764        Female                                     White
2765        Female                                     White
2766          Male                                     White
2767          Male                                     White
2768          Male                                     White
2769          Male                                     White
2770          Male                                     White
2771          Male                                     White
2772          Male                                     White
2773          Male                                     White
2774          Male                                     White
2775          Male                                     White
2776          Male                                     White
2777          Male                                     White
2778          Male                                     White
2779          Male                                     White
2780          Male                                     White
2781          Male                                     White
2782          Male                                     White
2783          Male                                     White
2784          Male                                     White
2785          Male                                     White
2786          Male                                     White
2787          Male                                     White
2788          Male                                     White
2789          Male                                     White
2790          Male                                     White
2791          Male                                     White
2792          Male                                     White
2793          Male                                     White
2794          Male                                     White
2795          Male                                     White
2796          Male                                     White
2797          Male                                     White
2798          Male                                     White
2799          Male                                     White
2800          Male                                     White
2801        Female                                     White
2802        Female                                     White
2803        Female                                     White
2804        Female                                     White
2805        Female                                     White
2806        Female                                     White
2807          Male                                     White
2808          Male                                     White
2809          Male                                     White
2810          Male                                     White
2811          Male                                     White
2812          Male                                     White
2813          Male                                     White
2814          Male                                     White
2815          Male                                     White
2816          Male                                     White
2817          Male                                     White
2818          Male                                     White
2819          Male                                     White
2820          Male                                     White
2821          Male                                     White
2822          Male                                     White
2823          Male                                     White
2824        Female                                     White
2825        Female                                     White
2826        Female                                     White
2827        Female                                     White
2828        Female                                     White
2829        Female                                     White
2830          Male                                     White
2831          Male                                     White
2832          Male                                     White
2833          Male                                     White
2834          Male                                     White
2835          Male                                     White
2836          Male                                     White
2837          Male                                     White
2838          Male                                     White
2839          Male                                     White
2840          Male                                     White
2841          Male                                     White
2842          Male                                     White
2843          Male                                     White
2844          Male                                     White
2845          Male                                     White
2846          Male                                     White
2847          Male                                     White
2848          Male                                     White
2849          Male                                     White
2850          Male                                     White
2851          Male                                     White
2852          Male                                     White
2853          Male                                     White
2854          Male                                     White
2855          Male                                     White
2856          Male                                     White
2857          Male                                     White
2858          Male                                     White
2859          Male                                     White
2860          Male                                     White
2861          Male                                     White
2862          Male                                     White
2863          Male                                     White
2864          Male                                     White
2865          Male                                     White
2866          Male                                     White
2867          Male                                     White
2868          Male                                     White
2869          Male                                     White
2870          Male                                     White
2871          Male                                     White
2872          Male                                     White
2873          Male                                     White
2874          Male                                     White
2875          Male                                     White
2876          Male                                     White
2877          Male                                     White
2878          Male                                     White
2879          Male                                     White
2880          Male                                     White
2881          Male                                     White
2882          Male                                     White
2883          Male                                     White
2884          Male                                     White
2885          Male                                     White
2886          Male                                     White
2887          Male                                     White
2888          Male                                     White
2889          Male                                     White
2890          Male                                     White
2891          Male                                     White
2892          Male                                     White
2893          Male                                     White
2894          Male                                     White
2895          Male                                     White
2896          Male                                     White
2897          Male                                     White
2898          Male                                     White
2899          Male                                     White
2900          Male                                     White
2901          Male                                     White
2902          Male                                     White
2903          Male                                     White
2904          Male                                     White
2905          Male                                     White
2906          Male                                     White
2907          Male                                     White
2908          Male                                     White
2909          Male                                     White
2910          Male                                     White
2911          Male                                     White
2912          Male                                     White
2913          Male                                     White
2914          Male                                     White
2915          Male                                     White
2916          Male                                     White
2917          Male                                     White
2918          Male                                     White
2919          Male                                     White
2920          Male                                     White
2921          Male                                     White
2922          Male                                     White
2923          Male                                     White
2924          Male                                     White
2925          Male                                     White
2926          Male                                     White
2927          Male                                     White
2928        Female                                     White
2929        Female                                     White
2930        Female                                     White
2931        Female                                     White
2932        Female                                     White
2933          Male                                     White
2934          Male                                     White
2935          Male                                     White
2936          Male                                     White
2937          Male                                     White
2938          Male                                     White
2939          Male                                     White
2940          Male                                     White
2941          Male                                     White
2942          Male                                     White
2943          Male                                     White
2944          Male                                     White
2945          Male                                     White
2946          Male                                     White
2947          Male                                     White
2948          Male                                     White
2949          Male                                     White
2950          Male                                     White
2951          Male                                     White
2952          Male                                     White
2953          Male                                     White
2954          Male                                     White
2955          Male                                     White
2956          Male                                     White
2957          Male                                     White
2958          Male                                     White
2959          Male                                     White
2960          Male                                     White
2961          Male                                     White
2962          Male                 Black or African American
2963          Male                 Black or African American
2964          Male                                     White
2965          Male                                     White
2966          Male                                     White
2967          Male                                     White
2968          Male                                     White
2969          Male                                     White
2970          Male                                     White
2971          Male                                     White
2972          Male                                     White
2973          Male                                     White
2974          Male                                     White
2975          Male                                     White
2976          Male                                     White
2977          Male                                     White
2978          Male                                     White
2979          Male                                     White
2980          Male                                     White
2981          Male                                     White
2982          Male                                     White
2983          Male                                     White
2984          Male                                     White
2985          Male                                     White
2986          Male                                     White
2987          Male                                     White
2988          Male                                     White
2989          Male                                     White
2990          Male                                     White
2991          Male                                     White
2992          Male                                     White
2993          Male                                     White
2994          Male                                     White
2995          Male                                     White
2996          Male                                     White
2997          Male                                     White
2998          Male                                     White
2999          Male                                     White
3000          Male                                     White
3001          Male                                     White
3002          Male                 Black or African American
3003          Male                 Black or African American
3004          Male                 Black or African American
3005          Male                 Black or African American
3006        Female                                     White
3007        Female                                     White
3008        Female                                     White
3009        Female                                     White
3010        Female                                     White
3011        Female                                     White
3012          Male                                     White
3013          Male                                     White
3014          Male                                     White
3015          Male                                     White
3016          Male                                     White
3017          Male                                     White
3018          Male                                     White
3019          Male                                     White
3020          Male                                     White
3021          Male                                     White
3022          Male                                     White
3023          Male                                     White
3024          Male                                     White
3025          Male                                     White
3026          Male                                     White
3027          Male                                     White
3028          Male                                     White
3029          Male                                     White
3030          Male                                     White
3031          Male                                     White
3032          Male                                     White
3033          Male                                     White
3034          Male                                     White
3035          Male                                     White
3036          Male                                     White
3037          Male                                     White
3038        Female                                     White
3039        Female                                     White
3040        Female                                     White
3041          Male                                     White
3042          Male                                     White
3043          Male                                     White
3044          Male                                     White
3045          Male                                     White
3046          Male                                     White
3047          Male                                     White
3048          Male                                     White
3049          Male                                     White
3050          Male                                     White
3051          Male                                     White
3052          Male                                     White
3053          Male                                     White
3054          Male                                     White
3055          Male                                     White
3056          Male                                     White
3057          Male                                     White
3058          Male                                     White
3059          Male                                     White
3060          Male                                     White
3061          Male                                     White
3062          Male                                     White
3063          Male                                     White
3064          Male                                     White
3065          Male                                     White
3066          Male                                     White
3067          Male                                     White
3068          Male                                     White
3069          Male                                     White
3070          Male                                     White
3071          Male                                     White
3072          Male                                     White
3073          Male                                     White
3074          Male                                     White
3075          Male                                     White
3076          Male                                     White
3077          Male                                     White
3078          Male                                     White
3079          Male                                     White
3080          Male                                     White
3081          Male                                     White
3082          Male                                     White
3083          Male                                     White
3084          Male                                     White
3085        Female                                     White
3086        Female                                     White
3087          Male                                     White
3088          Male                                     White
3089          Male                                     White
3090          Male                                     White
3091          Male                                     White
3092          Male                                     White
3093          Male                                     White
3094          Male                                     White
3095          Male                                     White
3096          Male                                     White
3097          Male                                     White
3098          Male                                     White
3099          Male                                     White
3100          Male                                     White
3101          Male                                     White
3102          Male                                     White
3103          Male                                     White
3104          Male                                     White
3105          Male                                     White
3106          Male                                     White
3107          Male                                     White
3108          Male                                     White
3109          Male                                     White
3110          Male                                     White
3111          Male                                     White
3112          Male                                     White
3113          Male                                     White
3114          Male                                     White
3115          Male                                     White
3116          Male                                     White
3117          Male                                     White
3118          Male                                     White
3119          Male                                     White
3120          Male                                     White
3121          Male                                     White
3122          Male                                     White
3123          Male                                     White
3124          Male                                     White
3125          Male                                     White
3126          Male                                     White
3127          Male                                     White
3128          Male                                     White
3129          Male                                     White
3130          Male                                     White
3131          Male                                     White
3132          Male                                     White
3133          Male                                     White
3134          Male                                     White
3135          Male                                     White
3136          Male                                     White
3137          Male                                     White
3138          Male                                     White
3139          Male                                     White
3140          Male                                     White
3141          Male                                     White
3142          Male                                     White
3143          Male                                     White
3144          Male                                     White
3145          Male                                     White
3146          Male                                     White
3147          Male                                     White
3148          Male                                     White
3149          Male                                     White
3150          Male                                     White
3151          Male                 Black or African American
3152          Male                 Black or African American
3153          Male                 Black or African American
3154          Male                 Black or African American
3155          Male                                     White
3156          Male                                     White
3157          Male                                     White
3158          Male                                     White
3159          Male                                     White
3160          Male                                     White
3161          Male                                     White
3162          Male                                     White
                  artist_ethnicity    book space_ratio_per_page_total
1    Not Hispanic or Latino origin Gardner                      0.353
2    Not Hispanic or Latino origin Gardner                      0.374
3    Not Hispanic or Latino origin Gardner                      0.303
4    Not Hispanic or Latino origin Gardner                      0.377
5    Not Hispanic or Latino origin Gardner                      0.398
6    Not Hispanic or Latino origin Gardner                      0.453
7    Not Hispanic or Latino origin Gardner                      0.482
8    Not Hispanic or Latino origin Gardner                      0.544
9    Not Hispanic or Latino origin Gardner                      0.409
10   Not Hispanic or Latino origin Gardner                      0.413
11   Not Hispanic or Latino origin Gardner                      0.534
12   Not Hispanic or Latino origin Gardner                      0.296
13   Not Hispanic or Latino origin Gardner                      0.298
14   Not Hispanic or Latino origin Gardner                      0.401
15   Not Hispanic or Latino origin Gardner                      0.532
16   Not Hispanic or Latino origin Gardner                      0.352
17   Not Hispanic or Latino origin Gardner                      0.390
18   Not Hispanic or Latino origin Gardner                      0.218
19   Not Hispanic or Latino origin Gardner                      0.271
20   Not Hispanic or Latino origin Gardner                      0.294
21   Not Hispanic or Latino origin Gardner                      0.456
22   Not Hispanic or Latino origin Gardner                      0.457
23   Not Hispanic or Latino origin Gardner                      0.368
24   Not Hispanic or Latino origin Gardner                      0.374
25   Not Hispanic or Latino origin Gardner                      0.506
26   Not Hispanic or Latino origin Gardner                      0.406
27   Not Hispanic or Latino origin Gardner                      0.352
28   Not Hispanic or Latino origin Gardner                      0.469
29   Not Hispanic or Latino origin Gardner                      0.315
30   Not Hispanic or Latino origin Gardner                      0.465
31   Not Hispanic or Latino origin Gardner                      0.476
32   Not Hispanic or Latino origin Gardner                      0.370
33   Not Hispanic or Latino origin Gardner                      0.461
34   Not Hispanic or Latino origin Gardner                      0.348
35   Not Hispanic or Latino origin Gardner                      0.502
36   Not Hispanic or Latino origin Gardner                      0.415
37   Not Hispanic or Latino origin Gardner                      0.478
38   Not Hispanic or Latino origin Gardner                      0.551
39   Not Hispanic or Latino origin Gardner                      0.513
40   Not Hispanic or Latino origin Gardner                      0.509
41   Not Hispanic or Latino origin Gardner                      0.502
42   Not Hispanic or Latino origin Gardner                      0.490
43   Not Hispanic or Latino origin Gardner                      0.499
44   Not Hispanic or Latino origin Gardner                      0.487
45   Not Hispanic or Latino origin Gardner                      0.306
46   Not Hispanic or Latino origin Gardner                      0.322
47       Hispanic or Latino origin Gardner                      0.380
48       Hispanic or Latino origin Gardner                      0.390
49       Hispanic or Latino origin Gardner                      0.383
50       Hispanic or Latino origin Gardner                      0.427
51       Hispanic or Latino origin Gardner                      0.424
52   Not Hispanic or Latino origin Gardner                      0.591
53   Not Hispanic or Latino origin Gardner                      0.853
54   Not Hispanic or Latino origin Gardner                      0.571
55   Not Hispanic or Latino origin Gardner                      0.581
56   Not Hispanic or Latino origin Gardner                      0.778
57   Not Hispanic or Latino origin Gardner                      0.742
58   Not Hispanic or Latino origin Gardner                      0.653
59   Not Hispanic or Latino origin Gardner                      0.633
60   Not Hispanic or Latino origin Gardner                      0.329
61   Not Hispanic or Latino origin Gardner                      0.493
62   Not Hispanic or Latino origin Gardner                      0.338
63   Not Hispanic or Latino origin Gardner                      0.240
64   Not Hispanic or Latino origin Gardner                      0.288
65   Not Hispanic or Latino origin Gardner                      0.305
66   Not Hispanic or Latino origin Gardner                      0.566
67   Not Hispanic or Latino origin Gardner                      0.539
68   Not Hispanic or Latino origin Gardner                      0.413
69   Not Hispanic or Latino origin Gardner                      0.506
70   Not Hispanic or Latino origin Gardner                      0.403
71   Not Hispanic or Latino origin Gardner                      0.378
72   Not Hispanic or Latino origin Gardner                      0.440
73   Not Hispanic or Latino origin Gardner                      0.431
74   Not Hispanic or Latino origin Gardner                      0.342
75   Not Hispanic or Latino origin Gardner                      0.485
76   Not Hispanic or Latino origin Gardner                      0.529
77   Not Hispanic or Latino origin Gardner                      0.650
78   Not Hispanic or Latino origin Gardner                      0.798
79   Not Hispanic or Latino origin Gardner                      0.668
80   Not Hispanic or Latino origin Gardner                      0.658
81   Not Hispanic or Latino origin Gardner                      0.410
82   Not Hispanic or Latino origin Gardner                      0.418
83   Not Hispanic or Latino origin Gardner                      0.417
84   Not Hispanic or Latino origin Gardner                      0.479
85   Not Hispanic or Latino origin Gardner                      0.461
86   Not Hispanic or Latino origin Gardner                      0.458
87   Not Hispanic or Latino origin Gardner                      0.394
88   Not Hispanic or Latino origin Gardner                      0.356
89   Not Hispanic or Latino origin Gardner                      0.385
90   Not Hispanic or Latino origin Gardner                      0.364
91   Not Hispanic or Latino origin Gardner                      0.568
92   Not Hispanic or Latino origin Gardner                      0.764
93   Not Hispanic or Latino origin Gardner                      0.413
94   Not Hispanic or Latino origin Gardner                      0.447
95   Not Hispanic or Latino origin Gardner                      0.380
96   Not Hispanic or Latino origin Gardner                      0.384
97   Not Hispanic or Latino origin Gardner                      0.254
98   Not Hispanic or Latino origin Gardner                      0.267
99   Not Hispanic or Latino origin Gardner                      0.267
100  Not Hispanic or Latino origin Gardner                      0.268
101  Not Hispanic or Latino origin Gardner                      0.389
102  Not Hispanic or Latino origin Gardner                      0.445
103  Not Hispanic or Latino origin Gardner                      0.380
104  Not Hispanic or Latino origin Gardner                      0.377
105  Not Hispanic or Latino origin Gardner                      0.474
106  Not Hispanic or Latino origin Gardner                      0.327
107  Not Hispanic or Latino origin Gardner                      0.286
108  Not Hispanic or Latino origin Gardner                      0.312
109  Not Hispanic or Latino origin Gardner                      0.431
110  Not Hispanic or Latino origin Gardner                      0.451
111  Not Hispanic or Latino origin Gardner                      0.515
112  Not Hispanic or Latino origin Gardner                      0.383
113  Not Hispanic or Latino origin Gardner                      0.401
114  Not Hispanic or Latino origin Gardner                      0.417
115  Not Hispanic or Latino origin Gardner                      0.365
116  Not Hispanic or Latino origin Gardner                      0.358
117  Not Hispanic or Latino origin Gardner                      0.738
118  Not Hispanic or Latino origin Gardner                      0.750
119  Not Hispanic or Latino origin Gardner                      0.619
120  Not Hispanic or Latino origin Gardner                      0.644
121  Not Hispanic or Latino origin Gardner                      0.368
122  Not Hispanic or Latino origin Gardner                      0.413
123  Not Hispanic or Latino origin Gardner                      0.470
124  Not Hispanic or Latino origin Gardner                      0.446
125  Not Hispanic or Latino origin Gardner                      0.507
126  Not Hispanic or Latino origin Gardner                      0.729
127  Not Hispanic or Latino origin Gardner                      0.673
128  Not Hispanic or Latino origin Gardner                      0.540
129  Not Hispanic or Latino origin Gardner                      0.424
130  Not Hispanic or Latino origin Gardner                      0.363
131  Not Hispanic or Latino origin Gardner                      0.446
132  Not Hispanic or Latino origin Gardner                      0.435
133  Not Hispanic or Latino origin Gardner                      0.397
134  Not Hispanic or Latino origin Gardner                      0.438
135  Not Hispanic or Latino origin Gardner                      0.312
136  Not Hispanic or Latino origin Gardner                      0.380
137  Not Hispanic or Latino origin Gardner                      0.426
138  Not Hispanic or Latino origin Gardner                      0.318
139  Not Hispanic or Latino origin Gardner                      0.216
140  Not Hispanic or Latino origin Gardner                      0.214
141  Not Hispanic or Latino origin Gardner                      0.265
142  Not Hispanic or Latino origin Gardner                      0.452
143  Not Hispanic or Latino origin Gardner                      0.361
144  Not Hispanic or Latino origin Gardner                      0.269
145  Not Hispanic or Latino origin Gardner                      0.398
146  Not Hispanic or Latino origin Gardner                      0.293
147  Not Hispanic or Latino origin Gardner                      0.294
148  Not Hispanic or Latino origin Gardner                      0.411
149  Not Hispanic or Latino origin Gardner                      0.544
150  Not Hispanic or Latino origin Gardner                      0.749
151  Not Hispanic or Latino origin Gardner                      0.671
152  Not Hispanic or Latino origin Gardner                      0.646
153  Not Hispanic or Latino origin Gardner                      0.892
154  Not Hispanic or Latino origin Gardner                      0.888
155  Not Hispanic or Latino origin Gardner                      0.575
156  Not Hispanic or Latino origin Gardner                      0.594
157  Not Hispanic or Latino origin Gardner                      0.358
158  Not Hispanic or Latino origin Gardner                      0.602
159  Not Hispanic or Latino origin Gardner                      0.467
160  Not Hispanic or Latino origin Gardner                      0.476
161  Not Hispanic or Latino origin Gardner                      0.415
162  Not Hispanic or Latino origin Gardner                      0.542
163  Not Hispanic or Latino origin Gardner                      0.769
164  Not Hispanic or Latino origin Gardner                      0.586
165  Not Hispanic or Latino origin Gardner                      0.404
166  Not Hispanic or Latino origin Gardner                      0.362
167  Not Hispanic or Latino origin Gardner                      0.332
168  Not Hispanic or Latino origin Gardner                      0.283
169  Not Hispanic or Latino origin Gardner                      0.322
170  Not Hispanic or Latino origin Gardner                      0.398
171  Not Hispanic or Latino origin Gardner                      0.432
172  Not Hispanic or Latino origin Gardner                      0.436
173  Not Hispanic or Latino origin Gardner                      0.529
174  Not Hispanic or Latino origin Gardner                      0.427
175  Not Hispanic or Latino origin Gardner                      0.364
176  Not Hispanic or Latino origin Gardner                      0.400
177  Not Hispanic or Latino origin Gardner                      0.355
178  Not Hispanic or Latino origin Gardner                      0.250
179  Not Hispanic or Latino origin Gardner                      0.395
180  Not Hispanic or Latino origin Gardner                      0.396
181  Not Hispanic or Latino origin Gardner                      0.418
182  Not Hispanic or Latino origin Gardner                      0.415
183  Not Hispanic or Latino origin Gardner                      0.457
184  Not Hispanic or Latino origin Gardner                      0.284
185  Not Hispanic or Latino origin Gardner                      0.301
186  Not Hispanic or Latino origin Gardner                      0.330
187  Not Hispanic or Latino origin Gardner                      0.320
188  Not Hispanic or Latino origin Gardner                      0.496
189  Not Hispanic or Latino origin Gardner                      0.487
190  Not Hispanic or Latino origin Gardner                      0.392
191  Not Hispanic or Latino origin Gardner                      0.344
192  Not Hispanic or Latino origin Gardner                      0.427
193  Not Hispanic or Latino origin Gardner                      0.611
194  Not Hispanic or Latino origin Gardner                      0.538
195  Not Hispanic or Latino origin Gardner                      0.456
196  Not Hispanic or Latino origin Gardner                      0.387
197  Not Hispanic or Latino origin Gardner                      0.435
198  Not Hispanic or Latino origin Gardner                      0.393
199  Not Hispanic or Latino origin Gardner                      0.404
200  Not Hispanic or Latino origin Gardner                      0.269
201  Not Hispanic or Latino origin Gardner                      0.474
202  Not Hispanic or Latino origin Gardner                      0.367
203  Not Hispanic or Latino origin Gardner                      0.480
204  Not Hispanic or Latino origin Gardner                      0.395
205  Not Hispanic or Latino origin Gardner                      0.376
206  Not Hispanic or Latino origin Gardner                      0.397
207  Not Hispanic or Latino origin Gardner                      0.409
208  Not Hispanic or Latino origin Gardner                      0.330
209  Not Hispanic or Latino origin Gardner                      0.337
210  Not Hispanic or Latino origin Gardner                      0.370
211  Not Hispanic or Latino origin Gardner                      0.321
212  Not Hispanic or Latino origin Gardner                      0.234
213  Not Hispanic or Latino origin Gardner                      0.215
214  Not Hispanic or Latino origin Gardner                      0.264
215  Not Hispanic or Latino origin Gardner                      0.250
216  Not Hispanic or Latino origin Gardner                      0.247
217  Not Hispanic or Latino origin Gardner                      0.450
218  Not Hispanic or Latino origin Gardner                      0.623
219  Not Hispanic or Latino origin Gardner                      0.398
220  Not Hispanic or Latino origin Gardner                      0.412
221  Not Hispanic or Latino origin Gardner                      0.302
222  Not Hispanic or Latino origin Gardner                      0.412
223  Not Hispanic or Latino origin Gardner                      0.291
224  Not Hispanic or Latino origin Gardner                      0.217
225  Not Hispanic or Latino origin Gardner                      0.307
226  Not Hispanic or Latino origin Gardner                      0.336
227  Not Hispanic or Latino origin Gardner                      0.392
228  Not Hispanic or Latino origin Gardner                      0.367
229  Not Hispanic or Latino origin Gardner                      0.479
230  Not Hispanic or Latino origin Gardner                      0.320
231  Not Hispanic or Latino origin Gardner                      0.375
232  Not Hispanic or Latino origin Gardner                      0.322
233  Not Hispanic or Latino origin Gardner                      0.326
234  Not Hispanic or Latino origin Gardner                      0.381
235  Not Hispanic or Latino origin Gardner                      0.402
236  Not Hispanic or Latino origin Gardner                      0.395
237  Not Hispanic or Latino origin Gardner                      0.440
238  Not Hispanic or Latino origin Gardner                      0.343
239  Not Hispanic or Latino origin Gardner                      0.336
240  Not Hispanic or Latino origin Gardner                      0.374
241  Not Hispanic or Latino origin Gardner                      0.670
242  Not Hispanic or Latino origin Gardner                      0.771
243  Not Hispanic or Latino origin Gardner                      0.710
244  Not Hispanic or Latino origin Gardner                      0.357
245  Not Hispanic or Latino origin Gardner                      0.404
246  Not Hispanic or Latino origin Gardner                      0.272
247  Not Hispanic or Latino origin Gardner                      0.274
248  Not Hispanic or Latino origin Gardner                      0.281
249  Not Hispanic or Latino origin Gardner                      0.758
250  Not Hispanic or Latino origin Gardner                      0.735
251  Not Hispanic or Latino origin Gardner                      0.366
252  Not Hispanic or Latino origin Gardner                      0.472
253  Not Hispanic or Latino origin Gardner                      0.354
254  Not Hispanic or Latino origin Gardner                      0.500
255  Not Hispanic or Latino origin Gardner                      0.674
256  Not Hispanic or Latino origin Gardner                      0.226
257  Not Hispanic or Latino origin Gardner                      0.396
258  Not Hispanic or Latino origin Gardner                      0.260
259  Not Hispanic or Latino origin Gardner                      0.675
260  Not Hispanic or Latino origin Gardner                      0.341
261  Not Hispanic or Latino origin Gardner                      0.318
262  Not Hispanic or Latino origin Gardner                      0.311
263  Not Hispanic or Latino origin Gardner                      0.270
264  Not Hispanic or Latino origin Gardner                      0.265
265  Not Hispanic or Latino origin Gardner                      0.436
266  Not Hispanic or Latino origin Gardner                      0.462
267  Not Hispanic or Latino origin Gardner                      0.429
268  Not Hispanic or Latino origin Gardner                      0.442
269  Not Hispanic or Latino origin Gardner                      0.317
270  Not Hispanic or Latino origin Gardner                      0.830
271  Not Hispanic or Latino origin Gardner                      0.369
272  Not Hispanic or Latino origin Gardner                      0.351
273  Not Hispanic or Latino origin Gardner                      0.319
274  Not Hispanic or Latino origin Gardner                      0.330
275  Not Hispanic or Latino origin Gardner                      0.331
276  Not Hispanic or Latino origin Gardner                      0.809
277  Not Hispanic or Latino origin Gardner                      0.536
278  Not Hispanic or Latino origin Gardner                      0.712
279  Not Hispanic or Latino origin Gardner                      0.731
280  Not Hispanic or Latino origin Gardner                      0.741
281  Not Hispanic or Latino origin Gardner                      0.610
282  Not Hispanic or Latino origin Gardner                      0.616
283  Not Hispanic or Latino origin Gardner                      0.663
284  Not Hispanic or Latino origin Gardner                      1.084
285  Not Hispanic or Latino origin Gardner                      1.473
286  Not Hispanic or Latino origin Gardner                      1.165
287  Not Hispanic or Latino origin Gardner                      1.559
288  Not Hispanic or Latino origin Gardner                      1.603
289  Not Hispanic or Latino origin Gardner                      1.839
290  Not Hispanic or Latino origin Gardner                      1.692
291  Not Hispanic or Latino origin Gardner                      0.405
292  Not Hispanic or Latino origin Gardner                      0.422
293  Not Hispanic or Latino origin Gardner                      0.491
294  Not Hispanic or Latino origin Gardner                      0.428
295  Not Hispanic or Latino origin Gardner                      0.304
296  Not Hispanic or Latino origin Gardner                      0.255
297  Not Hispanic or Latino origin Gardner                      0.278
298  Not Hispanic or Latino origin Gardner                      0.281
299  Not Hispanic or Latino origin Gardner                      0.462
300  Not Hispanic or Latino origin Gardner                      0.273
301      Hispanic or Latino origin Gardner                      0.300
302      Hispanic or Latino origin Gardner                      0.409
303      Hispanic or Latino origin Gardner                      0.296
304      Hispanic or Latino origin Gardner                      0.282
305      Hispanic or Latino origin Gardner                      0.301
306  Not Hispanic or Latino origin Gardner                      0.389
307  Not Hispanic or Latino origin Gardner                      0.336
308  Not Hispanic or Latino origin Gardner                      0.338
309  Not Hispanic or Latino origin Gardner                      0.334
310  Not Hispanic or Latino origin Gardner                      0.276
311  Not Hispanic or Latino origin Gardner                      0.551
312  Not Hispanic or Latino origin Gardner                      0.624
313  Not Hispanic or Latino origin Gardner                      0.328
314  Not Hispanic or Latino origin Gardner                      0.259
315  Not Hispanic or Latino origin Gardner                      0.259
316  Not Hispanic or Latino origin Gardner                      0.262
317  Not Hispanic or Latino origin Gardner                      0.262
318  Not Hispanic or Latino origin Gardner                      0.281
319  Not Hispanic or Latino origin Gardner                      0.344
320  Not Hispanic or Latino origin Gardner                      0.248
321  Not Hispanic or Latino origin Gardner                      0.404
322  Not Hispanic or Latino origin Gardner                      0.422
323  Not Hispanic or Latino origin Gardner                      0.423
324  Not Hispanic or Latino origin Gardner                      0.698
325  Not Hispanic or Latino origin Gardner                      0.285
326      Hispanic or Latino origin Gardner                      0.650
327      Hispanic or Latino origin Gardner                      1.042
328      Hispanic or Latino origin Gardner                      0.356
329      Hispanic or Latino origin Gardner                      0.491
330      Hispanic or Latino origin Gardner                      0.406
331      Hispanic or Latino origin Gardner                      0.374
332      Hispanic or Latino origin Gardner                      0.669
333      Hispanic or Latino origin Gardner                      0.665
334      Hispanic or Latino origin Gardner                      0.524
335  Not Hispanic or Latino origin Gardner                      0.579
336  Not Hispanic or Latino origin Gardner                      0.521
337  Not Hispanic or Latino origin Gardner                      0.355
338  Not Hispanic or Latino origin Gardner                      0.302
339  Not Hispanic or Latino origin Gardner                      0.311
340  Not Hispanic or Latino origin Gardner                      0.322
341  Not Hispanic or Latino origin Gardner                      0.476
342  Not Hispanic or Latino origin Gardner                      0.395
343  Not Hispanic or Latino origin Gardner                      0.736
344  Not Hispanic or Latino origin Gardner                      0.381
345  Not Hispanic or Latino origin Gardner                      0.430
346  Not Hispanic or Latino origin Gardner                      0.618
347  Not Hispanic or Latino origin Gardner                      0.499
348  Not Hispanic or Latino origin Gardner                      0.353
349  Not Hispanic or Latino origin Gardner                      0.303
350  Not Hispanic or Latino origin Gardner                      0.358
351  Not Hispanic or Latino origin Gardner                      0.657
352  Not Hispanic or Latino origin Gardner                      0.602
353  Not Hispanic or Latino origin Gardner                      0.650
354  Not Hispanic or Latino origin Gardner                      0.500
355  Not Hispanic or Latino origin Gardner                      0.420
356  Not Hispanic or Latino origin Gardner                      0.521
357  Not Hispanic or Latino origin Gardner                      1.178
358  Not Hispanic or Latino origin Gardner                      1.255
359  Not Hispanic or Latino origin Gardner                      0.989
360  Not Hispanic or Latino origin Gardner                      1.773
361  Not Hispanic or Latino origin Gardner                      1.092
362  Not Hispanic or Latino origin Gardner                      1.904
363  Not Hispanic or Latino origin Gardner                      1.052
364  Not Hispanic or Latino origin Gardner                      0.726
365  Not Hispanic or Latino origin Gardner                      0.737
366  Not Hispanic or Latino origin Gardner                      0.861
367  Not Hispanic or Latino origin Gardner                      0.823
368  Not Hispanic or Latino origin Gardner                      0.758
369  Not Hispanic or Latino origin Gardner                      0.279
370  Not Hispanic or Latino origin Gardner                      0.254
371  Not Hispanic or Latino origin Gardner                      0.492
372  Not Hispanic or Latino origin Gardner                      0.373
373  Not Hispanic or Latino origin Gardner                      1.496
374  Not Hispanic or Latino origin Gardner                      1.122
375  Not Hispanic or Latino origin Gardner                      1.211
376  Not Hispanic or Latino origin Gardner                      1.584
377  Not Hispanic or Latino origin Gardner                      1.765
378  Not Hispanic or Latino origin Gardner                      1.393
379  Not Hispanic or Latino origin Gardner                      1.781
380  Not Hispanic or Latino origin Gardner                      1.628
381  Not Hispanic or Latino origin Gardner                      1.340
382  Not Hispanic or Latino origin Gardner                      1.364
383  Not Hispanic or Latino origin Gardner                      1.971
384  Not Hispanic or Latino origin Gardner                      1.905
385  Not Hispanic or Latino origin Gardner                      2.247
386  Not Hispanic or Latino origin Gardner                      0.471
387  Not Hispanic or Latino origin Gardner                      0.313
388  Not Hispanic or Latino origin Gardner                      0.309
389  Not Hispanic or Latino origin Gardner                      0.255
390  Not Hispanic or Latino origin Gardner                      0.263
391  Not Hispanic or Latino origin Gardner                      0.361
392  Not Hispanic or Latino origin Gardner                      0.490
393  Not Hispanic or Latino origin Gardner                      0.367
394  Not Hispanic or Latino origin Gardner                      0.328
395  Not Hispanic or Latino origin Gardner                      0.348
396  Not Hispanic or Latino origin Gardner                      0.388
397  Not Hispanic or Latino origin Gardner                      0.512
398  Not Hispanic or Latino origin Gardner                      0.478
399  Not Hispanic or Latino origin Gardner                      0.590
400  Not Hispanic or Latino origin Gardner                      0.616
401  Not Hispanic or Latino origin Gardner                      0.466
402  Not Hispanic or Latino origin Gardner                      0.549
403  Not Hispanic or Latino origin Gardner                      0.337
404  Not Hispanic or Latino origin Gardner                      0.275
405  Not Hispanic or Latino origin Gardner                      0.279
406  Not Hispanic or Latino origin Gardner                      0.362
407  Not Hispanic or Latino origin Gardner                      0.392
408  Not Hispanic or Latino origin Gardner                      0.420
409  Not Hispanic or Latino origin Gardner                      0.434
410  Not Hispanic or Latino origin Gardner                      0.448
411  Not Hispanic or Latino origin Gardner                      0.496
412  Not Hispanic or Latino origin Gardner                      0.422
413  Not Hispanic or Latino origin Gardner                      0.438
414  Not Hispanic or Latino origin Gardner                      0.450
415  Not Hispanic or Latino origin Gardner                      0.361
416  Not Hispanic or Latino origin Gardner                      0.359
417  Not Hispanic or Latino origin Gardner                      0.445
418  Not Hispanic or Latino origin Gardner                      0.302
419  Not Hispanic or Latino origin Gardner                      0.330
420  Not Hispanic or Latino origin Gardner                      0.349
421  Not Hispanic or Latino origin Gardner                      0.308
422  Not Hispanic or Latino origin Gardner                      0.310
423  Not Hispanic or Latino origin Gardner                      0.355
424  Not Hispanic or Latino origin Gardner                      0.358
425  Not Hispanic or Latino origin Gardner                      0.344
426  Not Hispanic or Latino origin Gardner                      0.353
427  Not Hispanic or Latino origin Gardner                      0.450
428  Not Hispanic or Latino origin Gardner                      0.488
429  Not Hispanic or Latino origin Gardner                      0.434
430  Not Hispanic or Latino origin Gardner                      0.324
431  Not Hispanic or Latino origin Gardner                      0.246
432  Not Hispanic or Latino origin Gardner                      0.263
433  Not Hispanic or Latino origin Gardner                      0.313
434  Not Hispanic or Latino origin Gardner                      0.346
435  Not Hispanic or Latino origin Gardner                      0.831
436  Not Hispanic or Latino origin Gardner                      0.315
437  Not Hispanic or Latino origin Gardner                      0.300
438  Not Hispanic or Latino origin Gardner                      0.313
439  Not Hispanic or Latino origin Gardner                      0.376
440  Not Hispanic or Latino origin Gardner                      0.255
441  Not Hispanic or Latino origin Gardner                      0.306
442  Not Hispanic or Latino origin Gardner                      0.333
443  Not Hispanic or Latino origin Gardner                      0.797
444  Not Hispanic or Latino origin Gardner                      0.849
445  Not Hispanic or Latino origin Gardner                      0.483
446  Not Hispanic or Latino origin Gardner                      0.473
447  Not Hispanic or Latino origin Gardner                      0.414
448  Not Hispanic or Latino origin Gardner                      0.306
449  Not Hispanic or Latino origin Gardner                      0.374
450  Not Hispanic or Latino origin Gardner                      0.251
451  Not Hispanic or Latino origin Gardner                      0.239
452  Not Hispanic or Latino origin Gardner                      0.257
453  Not Hispanic or Latino origin Gardner                      0.408
454  Not Hispanic or Latino origin Gardner                      0.313
455  Not Hispanic or Latino origin Gardner                      0.619
456  Not Hispanic or Latino origin Gardner                      0.659
457  Not Hispanic or Latino origin Gardner                      0.363
458  Not Hispanic or Latino origin Gardner                      0.372
459  Not Hispanic or Latino origin Gardner                      0.375
460  Not Hispanic or Latino origin Gardner                      0.357
461  Not Hispanic or Latino origin Gardner                      0.332
462  Not Hispanic or Latino origin Gardner                      0.325
463  Not Hispanic or Latino origin Gardner                      0.342
464  Not Hispanic or Latino origin Gardner                      0.276
465  Not Hispanic or Latino origin Gardner                      0.400
466  Not Hispanic or Latino origin Gardner                      0.240
467  Not Hispanic or Latino origin Gardner                      0.515
468  Not Hispanic or Latino origin Gardner                      0.225
469  Not Hispanic or Latino origin Gardner                      0.477
470  Not Hispanic or Latino origin Gardner                      0.438
471  Not Hispanic or Latino origin Gardner                      0.518
472  Not Hispanic or Latino origin Gardner                      0.462
473  Not Hispanic or Latino origin Gardner                      0.463
474  Not Hispanic or Latino origin Gardner                      0.316
475  Not Hispanic or Latino origin Gardner                      0.356
476  Not Hispanic or Latino origin Gardner                      0.683
477  Not Hispanic or Latino origin Gardner                      0.586
478  Not Hispanic or Latino origin Gardner                      0.627
479  Not Hispanic or Latino origin Gardner                      0.573
480  Not Hispanic or Latino origin Gardner                      3.374
481  Not Hispanic or Latino origin Gardner                      2.598
482  Not Hispanic or Latino origin Gardner                      2.016
483  Not Hispanic or Latino origin Gardner                      2.764
484  Not Hispanic or Latino origin Gardner                      1.520
485  Not Hispanic or Latino origin Gardner                      3.422
486  Not Hispanic or Latino origin Gardner                      1.732
487  Not Hispanic or Latino origin Gardner                      1.358
488  Not Hispanic or Latino origin Gardner                      1.808
489  Not Hispanic or Latino origin Gardner                      1.710
490  Not Hispanic or Latino origin Gardner                      1.387
491  Not Hispanic or Latino origin Gardner                      1.882
492  Not Hispanic or Latino origin Gardner                      0.361
493  Not Hispanic or Latino origin Gardner                      0.408
494  Not Hispanic or Latino origin Gardner                      0.247
495  Not Hispanic or Latino origin Gardner                      0.254
496  Not Hispanic or Latino origin Gardner                      0.168
497  Not Hispanic or Latino origin Gardner                      0.367
498  Not Hispanic or Latino origin Gardner                      0.476
499  Not Hispanic or Latino origin Gardner                      0.269
500  Not Hispanic or Latino origin Gardner                      0.560
501  Not Hispanic or Latino origin Gardner                      0.493
502  Not Hispanic or Latino origin Gardner                      0.449
503  Not Hispanic or Latino origin Gardner                      0.432
504  Not Hispanic or Latino origin Gardner                      0.535
505  Not Hispanic or Latino origin Gardner                      0.374
506  Not Hispanic or Latino origin Gardner                      0.376
507  Not Hispanic or Latino origin Gardner                      0.348
508  Not Hispanic or Latino origin Gardner                      0.354
509  Not Hispanic or Latino origin Gardner                      0.660
510  Not Hispanic or Latino origin Gardner                      0.590
511  Not Hispanic or Latino origin Gardner                      0.511
512  Not Hispanic or Latino origin Gardner                      0.409
513  Not Hispanic or Latino origin Gardner                      0.466
514  Not Hispanic or Latino origin Gardner                      0.353
515  Not Hispanic or Latino origin Gardner                      0.385
516      Hispanic or Latino origin Gardner                      0.346
517      Hispanic or Latino origin Gardner                      0.283
518  Not Hispanic or Latino origin Gardner                      0.349
519  Not Hispanic or Latino origin Gardner                      0.287
520  Not Hispanic or Latino origin Gardner                      0.327
521  Not Hispanic or Latino origin Gardner                      0.264
522  Not Hispanic or Latino origin Gardner                      0.278
523  Not Hispanic or Latino origin Gardner                      0.338
524  Not Hispanic or Latino origin Gardner                      0.278
525  Not Hispanic or Latino origin Gardner                      0.310
526  Not Hispanic or Latino origin Gardner                      0.504
527  Not Hispanic or Latino origin Gardner                      0.302
528  Not Hispanic or Latino origin Gardner                      0.322
529  Not Hispanic or Latino origin Gardner                      0.343
530  Not Hispanic or Latino origin Gardner                      0.350
531      Hispanic or Latino origin Gardner                      0.970
532      Hispanic or Latino origin Gardner                      1.433
533      Hispanic or Latino origin Gardner                      2.523
534      Hispanic or Latino origin Gardner                      2.392
535      Hispanic or Latino origin Gardner                      1.741
536      Hispanic or Latino origin Gardner                      1.882
537      Hispanic or Latino origin Gardner                      1.372
538      Hispanic or Latino origin Gardner                      1.361
539      Hispanic or Latino origin Gardner                      1.389
540      Hispanic or Latino origin Gardner                      1.388
541      Hispanic or Latino origin Gardner                      1.555
542      Hispanic or Latino origin Gardner                      1.065
543      Hispanic or Latino origin Gardner                      1.212
544      Hispanic or Latino origin Gardner                      1.173
545  Not Hispanic or Latino origin Gardner                      0.454
546  Not Hispanic or Latino origin Gardner                      0.464
547  Not Hispanic or Latino origin Gardner                      0.371
548  Not Hispanic or Latino origin Gardner                      0.389
549  Not Hispanic or Latino origin Gardner                      0.352
550  Not Hispanic or Latino origin Gardner                      0.420
551  Not Hispanic or Latino origin Gardner                      0.365
552  Not Hispanic or Latino origin Gardner                      0.594
553  Not Hispanic or Latino origin Gardner                      0.365
554  Not Hispanic or Latino origin Gardner                      0.426
555  Not Hispanic or Latino origin Gardner                      0.441
556  Not Hispanic or Latino origin Gardner                      0.360
557  Not Hispanic or Latino origin Gardner                      0.513
558  Not Hispanic or Latino origin Gardner                      0.555
559  Not Hispanic or Latino origin Gardner                      0.490
560  Not Hispanic or Latino origin Gardner                      0.570
561  Not Hispanic or Latino origin Gardner                      0.294
562  Not Hispanic or Latino origin Gardner                      0.229
563  Not Hispanic or Latino origin Gardner                      0.190
564  Not Hispanic or Latino origin Gardner                      0.291
565  Not Hispanic or Latino origin Gardner                      0.221
566  Not Hispanic or Latino origin Gardner                      0.346
567  Not Hispanic or Latino origin Gardner                      0.371
568  Not Hispanic or Latino origin Gardner                      0.228
569  Not Hispanic or Latino origin Gardner                      0.238
570  Not Hispanic or Latino origin Gardner                      0.197
571  Not Hispanic or Latino origin Gardner                      0.200
572  Not Hispanic or Latino origin Gardner                      0.210
573  Not Hispanic or Latino origin Gardner                      0.226
574  Not Hispanic or Latino origin Gardner                      0.343
575  Not Hispanic or Latino origin Gardner                      0.395
576  Not Hispanic or Latino origin Gardner                      0.387
577  Not Hispanic or Latino origin Gardner                      0.436
578  Not Hispanic or Latino origin Gardner                      0.423
579  Not Hispanic or Latino origin Gardner                      0.386
580  Not Hispanic or Latino origin Gardner                      0.354
581  Not Hispanic or Latino origin Gardner                      0.298
582  Not Hispanic or Latino origin Gardner                      0.342
583  Not Hispanic or Latino origin Gardner                      0.376
584  Not Hispanic or Latino origin Gardner                      0.376
585  Not Hispanic or Latino origin Gardner                      0.458
586  Not Hispanic or Latino origin Gardner                      0.363
587      Hispanic or Latino origin Gardner                      0.252
588      Hispanic or Latino origin Gardner                      0.279
589      Hispanic or Latino origin Gardner                      0.465
590      Hispanic or Latino origin Gardner                      0.487
591      Hispanic or Latino origin Gardner                      0.438
592      Hispanic or Latino origin Gardner                      0.551
593      Hispanic or Latino origin Gardner                      0.656
594      Hispanic or Latino origin Gardner                      0.543
595  Not Hispanic or Latino origin Gardner                      0.310
596  Not Hispanic or Latino origin Gardner                      0.359
597  Not Hispanic or Latino origin Gardner                      0.453
598  Not Hispanic or Latino origin Gardner                      0.411
599  Not Hispanic or Latino origin Gardner                      0.483
600  Not Hispanic or Latino origin Gardner                      0.290
601  Not Hispanic or Latino origin Gardner                      0.336
602  Not Hispanic or Latino origin Gardner                      0.316
603  Not Hispanic or Latino origin Gardner                      0.315
604  Not Hispanic or Latino origin Gardner                      0.336
605  Not Hispanic or Latino origin Gardner                      0.362
606  Not Hispanic or Latino origin Gardner                      0.318
607  Not Hispanic or Latino origin Gardner                      0.514
608  Not Hispanic or Latino origin Gardner                      0.484
609  Not Hispanic or Latino origin Gardner                      0.495
610  Not Hispanic or Latino origin Gardner                      1.339
611  Not Hispanic or Latino origin Gardner                      0.384
612  Not Hispanic or Latino origin Gardner                      0.368
613  Not Hispanic or Latino origin Gardner                      0.406
614  Not Hispanic or Latino origin Gardner                      0.419
615  Not Hispanic or Latino origin Gardner                      0.589
616  Not Hispanic or Latino origin Gardner                      0.643
617  Not Hispanic or Latino origin Gardner                      0.509
618  Not Hispanic or Latino origin Gardner                      0.569
619  Not Hispanic or Latino origin Gardner                      0.578
620  Not Hispanic or Latino origin Gardner                      0.483
621  Not Hispanic or Latino origin Gardner                      0.488
622  Not Hispanic or Latino origin Gardner                      0.782
623  Not Hispanic or Latino origin Gardner                      1.292
624  Not Hispanic or Latino origin Gardner                      0.807
625  Not Hispanic or Latino origin Gardner                      0.874
626  Not Hispanic or Latino origin Gardner                      1.141
627  Not Hispanic or Latino origin Gardner                      1.099
628  Not Hispanic or Latino origin Gardner                      1.107
629  Not Hispanic or Latino origin Gardner                      1.062
630  Not Hispanic or Latino origin Gardner                      0.342
631  Not Hispanic or Latino origin Gardner                      0.743
632  Not Hispanic or Latino origin Gardner                      0.449
633  Not Hispanic or Latino origin Gardner                      0.619
634  Not Hispanic or Latino origin Gardner                      0.605
635  Not Hispanic or Latino origin Gardner                      0.337
636  Not Hispanic or Latino origin Gardner                      0.317
637  Not Hispanic or Latino origin Gardner                      0.350
638  Not Hispanic or Latino origin Gardner                      0.689
639  Not Hispanic or Latino origin Gardner                      0.620
640  Not Hispanic or Latino origin Gardner                      0.669
641  Not Hispanic or Latino origin Gardner                      1.049
642  Not Hispanic or Latino origin Gardner                      1.254
643  Not Hispanic or Latino origin Gardner                      0.921
644  Not Hispanic or Latino origin Gardner                      0.961
645  Not Hispanic or Latino origin Gardner                      0.662
646  Not Hispanic or Latino origin Gardner                      0.632
647  Not Hispanic or Latino origin Gardner                      0.491
648  Not Hispanic or Latino origin Gardner                      0.532
649  Not Hispanic or Latino origin Gardner                      0.655
650  Not Hispanic or Latino origin Gardner                      1.002
651  Not Hispanic or Latino origin Gardner                      0.863
652  Not Hispanic or Latino origin Gardner                      0.818
653  Not Hispanic or Latino origin Gardner                      0.193
654  Not Hispanic or Latino origin Gardner                      0.412
655  Not Hispanic or Latino origin Gardner                      0.600
656  Not Hispanic or Latino origin Gardner                      0.589
657  Not Hispanic or Latino origin Gardner                      0.323
658  Not Hispanic or Latino origin Gardner                      0.652
659  Not Hispanic or Latino origin Gardner                      0.380
660  Not Hispanic or Latino origin Gardner                      0.372
661  Not Hispanic or Latino origin Gardner                      0.504
662  Not Hispanic or Latino origin Gardner                      0.516
663  Not Hispanic or Latino origin Gardner                      0.512
664  Not Hispanic or Latino origin Gardner                      0.483
665  Not Hispanic or Latino origin Gardner                      0.383
666  Not Hispanic or Latino origin Gardner                      0.409
667  Not Hispanic or Latino origin Gardner                      0.434
668  Not Hispanic or Latino origin Gardner                      0.406
669  Not Hispanic or Latino origin Gardner                      0.378
670  Not Hispanic or Latino origin Gardner                      0.373
671  Not Hispanic or Latino origin Gardner                      0.373
672  Not Hispanic or Latino origin Gardner                      0.186
673  Not Hispanic or Latino origin Gardner                      0.186
674  Not Hispanic or Latino origin Gardner                      0.178
675  Not Hispanic or Latino origin Gardner                      0.142
676  Not Hispanic or Latino origin Gardner                      0.160
677  Not Hispanic or Latino origin Gardner                      0.381
678  Not Hispanic or Latino origin Gardner                      0.278
679  Not Hispanic or Latino origin Gardner                      0.299
680  Not Hispanic or Latino origin Gardner                      0.345
681  Not Hispanic or Latino origin Gardner                      0.345
682  Not Hispanic or Latino origin Gardner                      0.304
683  Not Hispanic or Latino origin Gardner                      0.304
684  Not Hispanic or Latino origin Gardner                      0.304
685  Not Hispanic or Latino origin Gardner                      0.209
686  Not Hispanic or Latino origin Gardner                      0.252
687  Not Hispanic or Latino origin Gardner                      0.437
688  Not Hispanic or Latino origin Gardner                      0.269
689  Not Hispanic or Latino origin Gardner                      0.293
690  Not Hispanic or Latino origin Gardner                      0.314
691  Not Hispanic or Latino origin Gardner                      0.310
692  Not Hispanic or Latino origin Gardner                      0.306
693  Not Hispanic or Latino origin Gardner                      0.305
694  Not Hispanic or Latino origin Gardner                      0.433
695  Not Hispanic or Latino origin Gardner                      0.446
696  Not Hispanic or Latino origin Gardner                      0.462
697  Not Hispanic or Latino origin Gardner                      0.401
698  Not Hispanic or Latino origin Gardner                      0.420
699  Not Hispanic or Latino origin Gardner                      0.519
700  Not Hispanic or Latino origin Gardner                      0.497
701  Not Hispanic or Latino origin Gardner                      0.449
702  Not Hispanic or Latino origin Gardner                      0.379
703  Not Hispanic or Latino origin Gardner                      0.338
704  Not Hispanic or Latino origin Gardner                      0.353
705  Not Hispanic or Latino origin Gardner                      0.609
706  Not Hispanic or Latino origin Gardner                      0.561
707  Not Hispanic or Latino origin Gardner                      0.240
708  Not Hispanic or Latino origin Gardner                      0.416
709  Not Hispanic or Latino origin Gardner                      0.429
710  Not Hispanic or Latino origin Gardner                      0.498
711  Not Hispanic or Latino origin Gardner                      0.563
712  Not Hispanic or Latino origin Gardner                      0.321
713  Not Hispanic or Latino origin Gardner                      0.320
714  Not Hispanic or Latino origin Gardner                      0.441
715  Not Hispanic or Latino origin Gardner                      0.568
716  Not Hispanic or Latino origin Gardner                      0.387
717  Not Hispanic or Latino origin Gardner                      0.306
718  Not Hispanic or Latino origin Gardner                      0.413
719  Not Hispanic or Latino origin Gardner                      0.416
720  Not Hispanic or Latino origin Gardner                      0.598
721  Not Hispanic or Latino origin Gardner                      0.500
722  Not Hispanic or Latino origin Gardner                      0.305
723  Not Hispanic or Latino origin Gardner                      0.347
724  Not Hispanic or Latino origin Gardner                      0.204
725  Not Hispanic or Latino origin Gardner                      0.690
726  Not Hispanic or Latino origin Gardner                      0.314
727  Not Hispanic or Latino origin Gardner                      0.675
728  Not Hispanic or Latino origin Gardner                      0.662
729  Not Hispanic or Latino origin Gardner                      0.559
730  Not Hispanic or Latino origin Gardner                      0.315
731  Not Hispanic or Latino origin Gardner                      0.552
732  Not Hispanic or Latino origin Gardner                      0.362
733  Not Hispanic or Latino origin Gardner                      0.356
734  Not Hispanic or Latino origin Gardner                      0.412
735  Not Hispanic or Latino origin Gardner                      0.343
736  Not Hispanic or Latino origin Gardner                      0.501
737  Not Hispanic or Latino origin Gardner                      0.406
738  Not Hispanic or Latino origin Gardner                      0.469
739  Not Hispanic or Latino origin Gardner                      0.388
740  Not Hispanic or Latino origin Gardner                      0.358
741  Not Hispanic or Latino origin Gardner                      0.359
742  Not Hispanic or Latino origin Gardner                      0.407
743  Not Hispanic or Latino origin Gardner                      0.492
744  Not Hispanic or Latino origin Gardner                      0.586
745  Not Hispanic or Latino origin Gardner                      0.473
746  Not Hispanic or Latino origin Gardner                      0.353
747  Not Hispanic or Latino origin Gardner                      0.697
748  Not Hispanic or Latino origin Gardner                      1.197
749  Not Hispanic or Latino origin Gardner                      1.202
750  Not Hispanic or Latino origin Gardner                      0.858
751  Not Hispanic or Latino origin Gardner                      1.035
752  Not Hispanic or Latino origin Gardner                      0.638
753  Not Hispanic or Latino origin Gardner                      1.210
754  Not Hispanic or Latino origin Gardner                      0.719
755  Not Hispanic or Latino origin Gardner                      0.701
756  Not Hispanic or Latino origin Gardner                      1.118
757  Not Hispanic or Latino origin Gardner                      1.224
758  Not Hispanic or Latino origin Gardner                      1.241
759  Not Hispanic or Latino origin Gardner                      1.391
760  Not Hispanic or Latino origin Gardner                      0.316
761  Not Hispanic or Latino origin Gardner                      0.520
762  Not Hispanic or Latino origin Gardner                      0.502
763  Not Hispanic or Latino origin Gardner                      0.415
764  Not Hispanic or Latino origin Gardner                      0.474
765  Not Hispanic or Latino origin Gardner                      0.360
766  Not Hispanic or Latino origin Gardner                      0.352
767  Not Hispanic or Latino origin Gardner                      0.381
768  Not Hispanic or Latino origin Gardner                      0.449
769  Not Hispanic or Latino origin Gardner                      0.415
770  Not Hispanic or Latino origin Gardner                      0.390
771  Not Hispanic or Latino origin Gardner                      0.447
772  Not Hispanic or Latino origin Gardner                      0.920
773  Not Hispanic or Latino origin Gardner                      0.408
774  Not Hispanic or Latino origin Gardner                      0.577
775  Not Hispanic or Latino origin Gardner                      0.644
776  Not Hispanic or Latino origin Gardner                      0.507
777  Not Hispanic or Latino origin Gardner                      0.501
778  Not Hispanic or Latino origin Gardner                      0.263
779  Not Hispanic or Latino origin Gardner                      0.321
780  Not Hispanic or Latino origin Gardner                      0.488
781  Not Hispanic or Latino origin Gardner                      0.797
782  Not Hispanic or Latino origin Gardner                      0.716
783  Not Hispanic or Latino origin Gardner                      0.667
784  Not Hispanic or Latino origin Gardner                      0.365
785  Not Hispanic or Latino origin Gardner                      0.414
786  Not Hispanic or Latino origin Gardner                      0.408
787  Not Hispanic or Latino origin Gardner                      0.378
788  Not Hispanic or Latino origin Gardner                      0.367
789  Not Hispanic or Latino origin Gardner                      0.479
790  Not Hispanic or Latino origin Gardner                      0.444
791  Not Hispanic or Latino origin Gardner                      0.180
792  Not Hispanic or Latino origin Gardner                      0.173
793  Not Hispanic or Latino origin Gardner                      0.208
794  Not Hispanic or Latino origin Gardner                      0.351
795  Not Hispanic or Latino origin Gardner                      0.410
796  Not Hispanic or Latino origin Gardner                      0.418
797  Not Hispanic or Latino origin Gardner                      0.247
798  Not Hispanic or Latino origin Gardner                      0.272
799  Not Hispanic or Latino origin Gardner                      0.395
800  Not Hispanic or Latino origin Gardner                      0.534
801  Not Hispanic or Latino origin Gardner                      0.572
802  Not Hispanic or Latino origin Gardner                      0.625
803  Not Hispanic or Latino origin Gardner                      0.371
804  Not Hispanic or Latino origin Gardner                      0.788
805  Not Hispanic or Latino origin Gardner                      0.704
806  Not Hispanic or Latino origin Gardner                      0.657
807  Not Hispanic or Latino origin Gardner                      0.678
808  Not Hispanic or Latino origin Gardner                      0.506
809  Not Hispanic or Latino origin Gardner                      0.545
810  Not Hispanic or Latino origin Gardner                      0.413
811  Not Hispanic or Latino origin Gardner                      0.346
812  Not Hispanic or Latino origin Gardner                      0.369
813  Not Hispanic or Latino origin Gardner                      0.472
814  Not Hispanic or Latino origin Gardner                      0.733
815  Not Hispanic or Latino origin Gardner                      0.817
816  Not Hispanic or Latino origin Gardner                      0.411
817  Not Hispanic or Latino origin Gardner                      0.617
818  Not Hispanic or Latino origin Gardner                      0.834
819  Not Hispanic or Latino origin Gardner                      1.073
820  Not Hispanic or Latino origin Gardner                      1.108
821  Not Hispanic or Latino origin Gardner                      0.915
822  Not Hispanic or Latino origin Gardner                      0.707
823  Not Hispanic or Latino origin Gardner                      0.590
824  Not Hispanic or Latino origin Gardner                      0.840
825  Not Hispanic or Latino origin Gardner                      0.871
826  Not Hispanic or Latino origin Gardner                      0.879
827  Not Hispanic or Latino origin Gardner                      0.736
828  Not Hispanic or Latino origin Gardner                      0.947
829  Not Hispanic or Latino origin Gardner                      1.000
830  Not Hispanic or Latino origin Gardner                      0.862
831  Not Hispanic or Latino origin Gardner                      0.360
832  Not Hispanic or Latino origin Gardner                      0.464
833  Not Hispanic or Latino origin Gardner                      0.567
834  Not Hispanic or Latino origin Gardner                      0.393
835  Not Hispanic or Latino origin Gardner                      0.392
836  Not Hispanic or Latino origin Gardner                      0.325
837  Not Hispanic or Latino origin Gardner                      0.329
838  Not Hispanic or Latino origin Gardner                      0.423
839  Not Hispanic or Latino origin Gardner                      0.532
840  Not Hispanic or Latino origin Gardner                      0.306
841  Not Hispanic or Latino origin Gardner                      0.370
842  Not Hispanic or Latino origin Gardner                      0.262
843  Not Hispanic or Latino origin Gardner                      0.456
844  Not Hispanic or Latino origin Gardner                      0.453
845  Not Hispanic or Latino origin Gardner                      0.363
846  Not Hispanic or Latino origin Gardner                      0.282
847  Not Hispanic or Latino origin Gardner                      0.185
848  Not Hispanic or Latino origin Gardner                      0.301
849  Not Hispanic or Latino origin Gardner                      0.364
850  Not Hispanic or Latino origin Gardner                      0.404
851  Not Hispanic or Latino origin Gardner                      0.395
852  Not Hispanic or Latino origin Gardner                      0.461
853  Not Hispanic or Latino origin Gardner                      0.311
854  Not Hispanic or Latino origin Gardner                      0.297
855  Not Hispanic or Latino origin Gardner                      0.282
856  Not Hispanic or Latino origin Gardner                      0.362
857  Not Hispanic or Latino origin Gardner                      0.417
858  Not Hispanic or Latino origin Gardner                      0.368
859  Not Hispanic or Latino origin Gardner                      0.353
860  Not Hispanic or Latino origin Gardner                      0.367
861  Not Hispanic or Latino origin Gardner                      0.366
862  Not Hispanic or Latino origin Gardner                      0.293
863  Not Hispanic or Latino origin Gardner                      0.334
864  Not Hispanic or Latino origin Gardner                      0.551
865  Not Hispanic or Latino origin Gardner                      0.307
866  Not Hispanic or Latino origin Gardner                      0.313
867  Not Hispanic or Latino origin Gardner                      0.288
868  Not Hispanic or Latino origin Gardner                      0.240
869  Not Hispanic or Latino origin Gardner                      0.239
870  Not Hispanic or Latino origin Gardner                      0.521
871  Not Hispanic or Latino origin Gardner                      0.266
872  Not Hispanic or Latino origin Gardner                      0.487
873  Not Hispanic or Latino origin Gardner                      0.423
874  Not Hispanic or Latino origin Gardner                      0.595
875  Not Hispanic or Latino origin Gardner                      0.660
876  Not Hispanic or Latino origin Gardner                      0.541
877  Not Hispanic or Latino origin Gardner                      1.093
878  Not Hispanic or Latino origin Gardner                      1.136
879  Not Hispanic or Latino origin Gardner                      0.634
880  Not Hispanic or Latino origin Gardner                      0.658
881  Not Hispanic or Latino origin Gardner                      0.673
882  Not Hispanic or Latino origin Gardner                      0.798
883  Not Hispanic or Latino origin Gardner                      0.709
884  Not Hispanic or Latino origin Gardner                      1.085
885  Not Hispanic or Latino origin Gardner                      1.562
886  Not Hispanic or Latino origin Gardner                      1.185
887  Not Hispanic or Latino origin Gardner                      0.841
888  Not Hispanic or Latino origin Gardner                      0.784
889  Not Hispanic or Latino origin Gardner                      0.196
890  Not Hispanic or Latino origin Gardner                      0.568
891  Not Hispanic or Latino origin Gardner                      0.592
892  Not Hispanic or Latino origin Gardner                      0.457
893  Not Hispanic or Latino origin Gardner                      0.678
894  Not Hispanic or Latino origin Gardner                      0.379
895  Not Hispanic or Latino origin Gardner                      0.310
896  Not Hispanic or Latino origin Gardner                      0.487
897  Not Hispanic or Latino origin Gardner                      0.858
898  Not Hispanic or Latino origin Gardner                      0.931
899  Not Hispanic or Latino origin Gardner                      0.673
900  Not Hispanic or Latino origin Gardner                      0.705
901  Not Hispanic or Latino origin Gardner                      0.525
902  Not Hispanic or Latino origin Gardner                      0.549
903  Not Hispanic or Latino origin Gardner                      0.440
904  Not Hispanic or Latino origin Gardner                      0.468
905  Not Hispanic or Latino origin Gardner                      0.446
906  Not Hispanic or Latino origin Gardner                      0.404
907  Not Hispanic or Latino origin Gardner                      0.533
908  Not Hispanic or Latino origin Gardner                      0.540
909  Not Hispanic or Latino origin Gardner                      0.625
910  Not Hispanic or Latino origin Gardner                      0.669
911  Not Hispanic or Latino origin Gardner                      0.497
912  Not Hispanic or Latino origin Gardner                      0.487
913  Not Hispanic or Latino origin Gardner                      0.506
914  Not Hispanic or Latino origin Gardner                      0.509
915  Not Hispanic or Latino origin Gardner                      0.628
916  Not Hispanic or Latino origin Gardner                      0.684
917  Not Hispanic or Latino origin Gardner                      0.779
918  Not Hispanic or Latino origin Gardner                      1.391
919  Not Hispanic or Latino origin Gardner                      1.263
920  Not Hispanic or Latino origin Gardner                      1.247
921  Not Hispanic or Latino origin Gardner                      1.476
922  Not Hispanic or Latino origin Gardner                      1.130
923  Not Hispanic or Latino origin Gardner                      2.927
924  Not Hispanic or Latino origin Gardner                      2.053
925  Not Hispanic or Latino origin Gardner                      1.665
926  Not Hispanic or Latino origin Gardner                      1.813
927  Not Hispanic or Latino origin Gardner                      1.602
928  Not Hispanic or Latino origin Gardner                      1.842
929  Not Hispanic or Latino origin Gardner                      1.422
930  Not Hispanic or Latino origin Gardner                      1.556
931  Not Hispanic or Latino origin Gardner                      0.861
932  Not Hispanic or Latino origin Gardner                      0.457
933  Not Hispanic or Latino origin Gardner                      0.427
934  Not Hispanic or Latino origin Gardner                      0.501
935  Not Hispanic or Latino origin Gardner                      0.527
936  Not Hispanic or Latino origin Gardner                      0.435
937  Not Hispanic or Latino origin Gardner                      0.497
938  Not Hispanic or Latino origin Gardner                      0.444
939  Not Hispanic or Latino origin Gardner                      0.612
940  Not Hispanic or Latino origin Gardner                      0.492
941  Not Hispanic or Latino origin Gardner                      0.516
942  Not Hispanic or Latino origin Gardner                      0.381
943  Not Hispanic or Latino origin Gardner                      0.377
944  Not Hispanic or Latino origin Gardner                      0.364
945  Not Hispanic or Latino origin Gardner                      0.413
946  Not Hispanic or Latino origin Gardner                      0.377
947  Not Hispanic or Latino origin Gardner                      0.309
948  Not Hispanic or Latino origin Gardner                      0.511
949  Not Hispanic or Latino origin Gardner                      0.508
950  Not Hispanic or Latino origin Gardner                      0.512
951  Not Hispanic or Latino origin Gardner                      0.603
952  Not Hispanic or Latino origin Gardner                      0.659
953  Not Hispanic or Latino origin Gardner                      0.606
954  Not Hispanic or Latino origin Gardner                      0.613
955  Not Hispanic or Latino origin Gardner                      0.396
956  Not Hispanic or Latino origin Gardner                      0.439
957  Not Hispanic or Latino origin Gardner                      0.248
958  Not Hispanic or Latino origin Gardner                      0.224
959  Not Hispanic or Latino origin Gardner                      0.361
960  Not Hispanic or Latino origin Gardner                      0.349
961  Not Hispanic or Latino origin Gardner                      0.360
962  Not Hispanic or Latino origin Gardner                      0.339
963  Not Hispanic or Latino origin Gardner                      0.289
964  Not Hispanic or Latino origin Gardner                      0.287
965  Not Hispanic or Latino origin Gardner                      0.309
966  Not Hispanic or Latino origin Gardner                      0.393
967  Not Hispanic or Latino origin Gardner                      0.305
968  Not Hispanic or Latino origin Gardner                      0.289
969  Not Hispanic or Latino origin Gardner                      0.376
970  Not Hispanic or Latino origin Gardner                      0.327
971  Not Hispanic or Latino origin Gardner                      0.252
972  Not Hispanic or Latino origin Gardner                      0.293
973  Not Hispanic or Latino origin Gardner                      1.858
974  Not Hispanic or Latino origin Gardner                      1.431
975  Not Hispanic or Latino origin Gardner                      1.228
976  Not Hispanic or Latino origin Gardner                      1.394
977  Not Hispanic or Latino origin Gardner                      1.135
978  Not Hispanic or Latino origin Gardner                      1.965
979  Not Hispanic or Latino origin Gardner                      1.316
980  Not Hispanic or Latino origin Gardner                      0.953
981  Not Hispanic or Latino origin Gardner                      0.895
982  Not Hispanic or Latino origin Gardner                      0.807
983  Not Hispanic or Latino origin Gardner                      0.867
984  Not Hispanic or Latino origin Gardner                      0.681
985  Not Hispanic or Latino origin Gardner                      0.596
986  Not Hispanic or Latino origin Gardner                      0.501
987  Not Hispanic or Latino origin Gardner                      0.444
988  Not Hispanic or Latino origin Gardner                      0.458
989  Not Hispanic or Latino origin Gardner                      0.321
990  Not Hispanic or Latino origin Gardner                      0.348
991  Not Hispanic or Latino origin Gardner                      0.317
992  Not Hispanic or Latino origin Gardner                      0.418
993  Not Hispanic or Latino origin Gardner                      0.260
994  Not Hispanic or Latino origin Gardner                      0.498
995  Not Hispanic or Latino origin Gardner                      0.513
996  Not Hispanic or Latino origin Gardner                      0.517
997  Not Hispanic or Latino origin Gardner                      0.685
998  Not Hispanic or Latino origin Gardner                      0.704
999  Not Hispanic or Latino origin Gardner                      0.562
1000 Not Hispanic or Latino origin Gardner                      0.334
1001 Not Hispanic or Latino origin Gardner                      0.333
1002 Not Hispanic or Latino origin Gardner                      0.363
1003 Not Hispanic or Latino origin Gardner                      0.357
1004 Not Hispanic or Latino origin Gardner                      0.369
1005 Not Hispanic or Latino origin Gardner                      0.392
1006 Not Hispanic or Latino origin Gardner                      0.356
1007 Not Hispanic or Latino origin Gardner                      0.356
1008 Not Hispanic or Latino origin Gardner                      0.453
1009 Not Hispanic or Latino origin Gardner                      0.359
1010 Not Hispanic or Latino origin Gardner                      0.353
1011 Not Hispanic or Latino origin Gardner                      0.258
1012 Not Hispanic or Latino origin Gardner                      0.244
1013 Not Hispanic or Latino origin Gardner                      0.266
1014 Not Hispanic or Latino origin Gardner                      0.254
1015 Not Hispanic or Latino origin Gardner                      0.459
1016 Not Hispanic or Latino origin Gardner                      0.476
1017 Not Hispanic or Latino origin Gardner                      0.492
1018 Not Hispanic or Latino origin Gardner                      0.235
1019 Not Hispanic or Latino origin Gardner                      0.795
1020 Not Hispanic or Latino origin Gardner                      0.342
1021 Not Hispanic or Latino origin Gardner                      0.353
1022 Not Hispanic or Latino origin Gardner                      0.292
1023 Not Hispanic or Latino origin Gardner                      0.300
1024 Not Hispanic or Latino origin Gardner                      0.275
1025 Not Hispanic or Latino origin Gardner                      0.350
1026 Not Hispanic or Latino origin Gardner                      0.270
1027 Not Hispanic or Latino origin Gardner                      0.406
1028 Not Hispanic or Latino origin Gardner                      0.472
1029 Not Hispanic or Latino origin Gardner                      0.401
1030 Not Hispanic or Latino origin Gardner                      0.436
1031 Not Hispanic or Latino origin Gardner                      0.485
1032 Not Hispanic or Latino origin Gardner                      0.812
1033 Not Hispanic or Latino origin Gardner                      0.825
1034 Not Hispanic or Latino origin Gardner                      0.667
1035 Not Hispanic or Latino origin Gardner                      0.671
1036 Not Hispanic or Latino origin Gardner                      0.240
1037 Not Hispanic or Latino origin Gardner                      0.500
1038 Not Hispanic or Latino origin Gardner                      0.312
1039 Not Hispanic or Latino origin Gardner                      0.474
1040 Not Hispanic or Latino origin Gardner                      0.635
1041 Not Hispanic or Latino origin Gardner                      0.549
1042 Not Hispanic or Latino origin Gardner                      0.312
1043 Not Hispanic or Latino origin Gardner                      0.246
1044 Not Hispanic or Latino origin Gardner                      0.394
1045 Not Hispanic or Latino origin Gardner                      0.522
1046 Not Hispanic or Latino origin Gardner                      0.355
1047 Not Hispanic or Latino origin Gardner                      0.520
1048 Not Hispanic or Latino origin Gardner                      0.527
1049 Not Hispanic or Latino origin Gardner                      0.540
1050 Not Hispanic or Latino origin Gardner                      0.577
1051 Not Hispanic or Latino origin Gardner                      0.429
1052 Not Hispanic or Latino origin Gardner                      0.525
1053 Not Hispanic or Latino origin Gardner                      0.324
1054 Not Hispanic or Latino origin Gardner                      0.434
1055 Not Hispanic or Latino origin Gardner                      0.335
1056 Not Hispanic or Latino origin Gardner                      0.269
1057 Not Hispanic or Latino origin Gardner                      0.270
1058 Not Hispanic or Latino origin Gardner                      0.264
1059     Hispanic or Latino origin Gardner                      0.690
1060     Hispanic or Latino origin Gardner                      0.440
1061     Hispanic or Latino origin Gardner                      0.574
1062     Hispanic or Latino origin Gardner                      0.765
1063     Hispanic or Latino origin Gardner                      0.487
1064     Hispanic or Latino origin Gardner                      0.500
1065     Hispanic or Latino origin Gardner                      0.492
1066     Hispanic or Latino origin Gardner                      0.737
1067     Hispanic or Latino origin Gardner                      0.651
1068     Hispanic or Latino origin Gardner                      0.418
1069     Hispanic or Latino origin Gardner                      0.468
1070     Hispanic or Latino origin Gardner                      0.409
1071     Hispanic or Latino origin Gardner                      0.344
1072     Hispanic or Latino origin Gardner                      0.305
1073 Not Hispanic or Latino origin Gardner                      0.414
1074 Not Hispanic or Latino origin Gardner                      0.374
1075 Not Hispanic or Latino origin Gardner                      0.289
1076 Not Hispanic or Latino origin Gardner                      0.331
1077 Not Hispanic or Latino origin Gardner                      0.649
1078 Not Hispanic or Latino origin Gardner                      0.419
1079 Not Hispanic or Latino origin Gardner                      0.560
1080 Not Hispanic or Latino origin Gardner                      0.618
1081 Not Hispanic or Latino origin Gardner                      0.599
1082 Not Hispanic or Latino origin Gardner                      0.606
1083 Not Hispanic or Latino origin Gardner                      0.664
1084 Not Hispanic or Latino origin Gardner                      0.684
1085 Not Hispanic or Latino origin Gardner                      0.667
1086 Not Hispanic or Latino origin Gardner                      0.788
1087 Not Hispanic or Latino origin Gardner                      0.607
1088 Not Hispanic or Latino origin Gardner                      0.577
1089 Not Hispanic or Latino origin Gardner                      0.458
1090 Not Hispanic or Latino origin Gardner                      0.494
1091 Not Hispanic or Latino origin Gardner                      0.682
1092 Not Hispanic or Latino origin Gardner                      0.600
1093 Not Hispanic or Latino origin Gardner                      0.645
1094 Not Hispanic or Latino origin Gardner                      0.688
1095 Not Hispanic or Latino origin Gardner                      0.557
1096 Not Hispanic or Latino origin Gardner                      0.692
1097 Not Hispanic or Latino origin Gardner                      0.605
1098 Not Hispanic or Latino origin Gardner                      0.363
1099 Not Hispanic or Latino origin Gardner                      0.443
1100 Not Hispanic or Latino origin Gardner                      0.424
1101 Not Hispanic or Latino origin Gardner                      0.461
1102 Not Hispanic or Latino origin Gardner                      0.375
1103 Not Hispanic or Latino origin Gardner                      0.365
1104 Not Hispanic or Latino origin Gardner                      0.372
1105 Not Hispanic or Latino origin Gardner                      0.450
1106 Not Hispanic or Latino origin Gardner                      0.393
1107 Not Hispanic or Latino origin Gardner                      0.433
1108 Not Hispanic or Latino origin Gardner                      0.561
1109 Not Hispanic or Latino origin Gardner                      0.542
1110 Not Hispanic or Latino origin Gardner                      0.518
1111 Not Hispanic or Latino origin Gardner                      0.345
1112 Not Hispanic or Latino origin Gardner                      0.259
1113 Not Hispanic or Latino origin Gardner                      0.244
1114 Not Hispanic or Latino origin Gardner                      0.817
1115 Not Hispanic or Latino origin Gardner                      0.827
1116 Not Hispanic or Latino origin Gardner                      0.365
1117 Not Hispanic or Latino origin Gardner                      0.607
1118 Not Hispanic or Latino origin Gardner                      0.479
1119 Not Hispanic or Latino origin Gardner                      0.467
1120 Not Hispanic or Latino origin Gardner                      0.438
1121 Not Hispanic or Latino origin Gardner                      0.459
1122 Not Hispanic or Latino origin Gardner                      0.520
1123 Not Hispanic or Latino origin Gardner                      0.419
1124 Not Hispanic or Latino origin Gardner                      0.542
1125 Not Hispanic or Latino origin Gardner                      0.382
1126 Not Hispanic or Latino origin Gardner                      0.425
1127 Not Hispanic or Latino origin Gardner                      0.334
1128 Not Hispanic or Latino origin Gardner                      0.348
1129 Not Hispanic or Latino origin Gardner                      0.281
1130 Not Hispanic or Latino origin Gardner                      0.284
1131 Not Hispanic or Latino origin Gardner                      0.289
1132 Not Hispanic or Latino origin Gardner                      0.297
1133 Not Hispanic or Latino origin Gardner                      0.388
1134 Not Hispanic or Latino origin Gardner                      0.276
1135 Not Hispanic or Latino origin Gardner                      0.328
1136 Not Hispanic or Latino origin Gardner                      0.451
1137 Not Hispanic or Latino origin Gardner                      0.537
1138 Not Hispanic or Latino origin Gardner                      0.463
1139 Not Hispanic or Latino origin Gardner                      0.388
1140 Not Hispanic or Latino origin Gardner                      0.502
1141 Not Hispanic or Latino origin Gardner                      0.466
1142 Not Hispanic or Latino origin Gardner                      0.342
1143 Not Hispanic or Latino origin Gardner                      0.824
1144     Hispanic or Latino origin Gardner                      1.062
1145     Hispanic or Latino origin Gardner                      0.608
1146     Hispanic or Latino origin Gardner                      0.337
1147     Hispanic or Latino origin Gardner                      0.344
1148     Hispanic or Latino origin Gardner                      0.644
1149     Hispanic or Latino origin Gardner                      0.543
1150     Hispanic or Latino origin Gardner                      0.471
1151     Hispanic or Latino origin Gardner                      0.450
1152     Hispanic or Latino origin Gardner                      0.425
1153     Hispanic or Latino origin Gardner                      0.479
1154     Hispanic or Latino origin Gardner                      0.523
1155     Hispanic or Latino origin Gardner                      0.427
1156     Hispanic or Latino origin Gardner                      0.371
1157     Hispanic or Latino origin Gardner                      0.349
1158     Hispanic or Latino origin Gardner                      0.429
1159     Hispanic or Latino origin Gardner                      0.267
1160 Not Hispanic or Latino origin Gardner                      0.230
1161 Not Hispanic or Latino origin Gardner                      0.360
1162 Not Hispanic or Latino origin Gardner                      0.568
1163 Not Hispanic or Latino origin Gardner                      0.613
1164 Not Hispanic or Latino origin Gardner                      0.684
1165 Not Hispanic or Latino origin Gardner                      0.817
1166 Not Hispanic or Latino origin Gardner                      0.951
1167 Not Hispanic or Latino origin Gardner                      0.966
1168 Not Hispanic or Latino origin Gardner                      0.821
1169 Not Hispanic or Latino origin Gardner                      0.868
1170 Not Hispanic or Latino origin Gardner                      0.511
1171 Not Hispanic or Latino origin Gardner                      0.671
1172 Not Hispanic or Latino origin Gardner                      0.677
1173 Not Hispanic or Latino origin Gardner                      0.681
1174 Not Hispanic or Latino origin Gardner                      0.475
1175 Not Hispanic or Latino origin Gardner                      0.466
1176 Not Hispanic or Latino origin Gardner                      0.659
1177 Not Hispanic or Latino origin Gardner                      0.535
1178 Not Hispanic or Latino origin Gardner                      0.332
1179 Not Hispanic or Latino origin Gardner                      0.501
1180 Not Hispanic or Latino origin Gardner                      0.369
1181 Not Hispanic or Latino origin Gardner                      0.569
1182 Not Hispanic or Latino origin Gardner                      0.679
1183 Not Hispanic or Latino origin Gardner                      0.320
1184 Not Hispanic or Latino origin Gardner                      0.580
1185 Not Hispanic or Latino origin Gardner                      0.460
1186 Not Hispanic or Latino origin Gardner                      0.613
1187 Not Hispanic or Latino origin Gardner                      0.463
1188 Not Hispanic or Latino origin Gardner                      0.642
1189 Not Hispanic or Latino origin Gardner                      0.460
1190 Not Hispanic or Latino origin Gardner                      0.466
1191 Not Hispanic or Latino origin Gardner                      0.353
1192 Not Hispanic or Latino origin Gardner                      0.284
1193 Not Hispanic or Latino origin Gardner                      0.288
1194 Not Hispanic or Latino origin Gardner                      0.288
1195 Not Hispanic or Latino origin Gardner                      0.347
1196 Not Hispanic or Latino origin Gardner                      0.347
1197 Not Hispanic or Latino origin Gardner                      0.287
1198 Not Hispanic or Latino origin Gardner                      0.287
1199 Not Hispanic or Latino origin Gardner                      0.290
1200 Not Hispanic or Latino origin Gardner                      0.290
1201 Not Hispanic or Latino origin Gardner                      0.353
1202 Not Hispanic or Latino origin Gardner                      0.353
1203 Not Hispanic or Latino origin Gardner                      0.356
1204 Not Hispanic or Latino origin Gardner                      0.356
1205 Not Hispanic or Latino origin Gardner                      0.298
1206 Not Hispanic or Latino origin Gardner                      0.298
1207 Not Hispanic or Latino origin Gardner                      0.222
1208 Not Hispanic or Latino origin Gardner                      0.222
1209 Not Hispanic or Latino origin Gardner                      0.415
1210 Not Hispanic or Latino origin Gardner                      0.432
1211 Not Hispanic or Latino origin Gardner                      0.513
1212     Hispanic or Latino origin Gardner                      0.327
1213 Not Hispanic or Latino origin Gardner                      0.266
1214 Not Hispanic or Latino origin Gardner                      0.311
1215 Not Hispanic or Latino origin Gardner                      0.257
1216 Not Hispanic or Latino origin Gardner                      0.258
1217 Not Hispanic or Latino origin Gardner                      0.249
1218 Not Hispanic or Latino origin Gardner                      0.264
1219 Not Hispanic or Latino origin Gardner                      0.387
1220 Not Hispanic or Latino origin Gardner                      0.343
1221 Not Hispanic or Latino origin Gardner                      0.340
1222 Not Hispanic or Latino origin Gardner                      0.347
1223 Not Hispanic or Latino origin Gardner                      0.323
1224 Not Hispanic or Latino origin Gardner                      0.224
1225 Not Hispanic or Latino origin Gardner                      0.277
1226 Not Hispanic or Latino origin Gardner                      0.381
1227 Not Hispanic or Latino origin Gardner                      0.440
1228 Not Hispanic or Latino origin Gardner                      0.421
1229 Not Hispanic or Latino origin Gardner                      0.425
1230 Not Hispanic or Latino origin Gardner                      1.205
1231 Not Hispanic or Latino origin Gardner                      0.420
1232 Not Hispanic or Latino origin Gardner                      0.342
1233 Not Hispanic or Latino origin Gardner                      0.301
1234 Not Hispanic or Latino origin Gardner                      0.324
1235 Not Hispanic or Latino origin Gardner                      0.331
1236 Not Hispanic or Latino origin Gardner                      0.315
1237 Not Hispanic or Latino origin Gardner                      0.239
1238 Not Hispanic or Latino origin Gardner                      0.246
1239 Not Hispanic or Latino origin Gardner                      0.196
1240 Not Hispanic or Latino origin Gardner                      0.204
1241 Not Hispanic or Latino origin Gardner                      0.370
1242 Not Hispanic or Latino origin Gardner                      0.361
1243 Not Hispanic or Latino origin Gardner                      0.328
1244 Not Hispanic or Latino origin Gardner                      0.403
1245 Not Hispanic or Latino origin Gardner                      0.368
1246 Not Hispanic or Latino origin Gardner                      0.382
1247 Not Hispanic or Latino origin Gardner                      0.336
1248 Not Hispanic or Latino origin Gardner                      0.324
1249 Not Hispanic or Latino origin Gardner                      0.274
1250 Not Hispanic or Latino origin Gardner                      0.357
1251 Not Hispanic or Latino origin Gardner                      0.687
1252 Not Hispanic or Latino origin Gardner                      0.483
1253 Not Hispanic or Latino origin Gardner                      0.524
1254 Not Hispanic or Latino origin Gardner                      0.339
1255 Not Hispanic or Latino origin Gardner                      0.249
1256 Not Hispanic or Latino origin Gardner                      0.262
1257 Not Hispanic or Latino origin Gardner                      0.182
1258 Not Hispanic or Latino origin Gardner                      0.213
1259 Not Hispanic or Latino origin Gardner                      0.440
1260 Not Hispanic or Latino origin Gardner                      0.525
1261 Not Hispanic or Latino origin Gardner                      0.443
1262 Not Hispanic or Latino origin Gardner                      0.467
1263 Not Hispanic or Latino origin Gardner                      0.476
1264 Not Hispanic or Latino origin Gardner                      0.636
1265 Not Hispanic or Latino origin Gardner                      0.460
1266 Not Hispanic or Latino origin Gardner                      0.387
1267 Not Hispanic or Latino origin Gardner                      0.460
1268 Not Hispanic or Latino origin Gardner                      0.328
1269 Not Hispanic or Latino origin Gardner                      0.371
1270 Not Hispanic or Latino origin Gardner                      0.464
1271 Not Hispanic or Latino origin Gardner                      0.300
1272 Not Hispanic or Latino origin Gardner                      0.297
1273 Not Hispanic or Latino origin Gardner                      0.297
1274 Not Hispanic or Latino origin Gardner                      0.253
1275 Not Hispanic or Latino origin Gardner                      0.255
1276 Not Hispanic or Latino origin Gardner                      0.281
1277 Not Hispanic or Latino origin Gardner                      0.259
1278 Not Hispanic or Latino origin Gardner                      0.268
1279 Not Hispanic or Latino origin Gardner                      0.262
1280 Not Hispanic or Latino origin Gardner                      0.284
1281 Not Hispanic or Latino origin Gardner                      0.282
1282 Not Hispanic or Latino origin Gardner                      0.332
1283 Not Hispanic or Latino origin Gardner                      0.355
1284 Not Hispanic or Latino origin Gardner                      0.214
1285 Not Hispanic or Latino origin Gardner                      0.315
1286 Not Hispanic or Latino origin Gardner                      0.356
1287 Not Hispanic or Latino origin Gardner                      0.537
1288 Not Hispanic or Latino origin Gardner                      0.584
1289 Not Hispanic or Latino origin Gardner                      0.524
1290 Not Hispanic or Latino origin Gardner                      0.523
1291 Not Hispanic or Latino origin Gardner                      0.373
1292 Not Hispanic or Latino origin Gardner                      0.401
1293 Not Hispanic or Latino origin Gardner                      0.572
1294 Not Hispanic or Latino origin Gardner                      0.533
1295 Not Hispanic or Latino origin Gardner                      0.371
1296 Not Hispanic or Latino origin Gardner                      0.408
1297 Not Hispanic or Latino origin Gardner                      0.379
1298 Not Hispanic or Latino origin Gardner                      0.394
1299 Not Hispanic or Latino origin Gardner                      0.754
1300 Not Hispanic or Latino origin Gardner                      0.577
1301 Not Hispanic or Latino origin Gardner                      0.651
1302 Not Hispanic or Latino origin Gardner                      0.685
1303 Not Hispanic or Latino origin Gardner                      0.717
1304 Not Hispanic or Latino origin Gardner                      0.665
1305 Not Hispanic or Latino origin Gardner                      0.460
1306 Not Hispanic or Latino origin Gardner                      0.785
1307 Not Hispanic or Latino origin Gardner                      0.751
1308 Not Hispanic or Latino origin Gardner                      0.667
1309 Not Hispanic or Latino origin Gardner                      0.401
1310 Not Hispanic or Latino origin Gardner                      0.353
1311 Not Hispanic or Latino origin Gardner                      0.336
1312 Not Hispanic or Latino origin Gardner                      0.314
1313 Not Hispanic or Latino origin Gardner                      0.472
1314 Not Hispanic or Latino origin Gardner                      0.466
1315 Not Hispanic or Latino origin Gardner                      0.475
1316 Not Hispanic or Latino origin Gardner                      0.384
1317 Not Hispanic or Latino origin Gardner                      0.332
1318 Not Hispanic or Latino origin Gardner                      0.460
1319 Not Hispanic or Latino origin Gardner                      0.494
1320 Not Hispanic or Latino origin Gardner                      0.395
1321 Not Hispanic or Latino origin Gardner                      0.393
1322 Not Hispanic or Latino origin Gardner                      0.347
1323 Not Hispanic or Latino origin Gardner                      0.347
1324 Not Hispanic or Latino origin Gardner                      0.621
1325 Not Hispanic or Latino origin Gardner                      0.903
1326 Not Hispanic or Latino origin Gardner                      0.304
1327 Not Hispanic or Latino origin Gardner                      0.943
1328 Not Hispanic or Latino origin Gardner                      1.068
1329 Not Hispanic or Latino origin Gardner                      0.974
1330 Not Hispanic or Latino origin Gardner                      1.164
1331 Not Hispanic or Latino origin Gardner                      0.888
1332 Not Hispanic or Latino origin Gardner                      0.377
1333 Not Hispanic or Latino origin Gardner                      0.414
1334 Not Hispanic or Latino origin Gardner                      0.476
1335     Hispanic or Latino origin Gardner                      0.229
1336 Not Hispanic or Latino origin Gardner                      0.657
1337 Not Hispanic or Latino origin Gardner                      0.544
1338 Not Hispanic or Latino origin Gardner                      0.536
1339 Not Hispanic or Latino origin Gardner                      0.404
1340 Not Hispanic or Latino origin Gardner                      0.499
1341 Not Hispanic or Latino origin Gardner                      0.368
1342 Not Hispanic or Latino origin Gardner                      0.314
1343 Not Hispanic or Latino origin Gardner                      0.391
1344 Not Hispanic or Latino origin Gardner                      0.330
1345 Not Hispanic or Latino origin Gardner                      0.330
1346 Not Hispanic or Latino origin Gardner                      0.446
1347 Not Hispanic or Latino origin Gardner                      0.468
1348 Not Hispanic or Latino origin Gardner                      0.431
1349 Not Hispanic or Latino origin Gardner                      0.688
1350 Not Hispanic or Latino origin Gardner                      0.341
1351 Not Hispanic or Latino origin Gardner                      0.344
1352 Not Hispanic or Latino origin Gardner                      0.331
1353 Not Hispanic or Latino origin Gardner                      0.369
1354 Not Hispanic or Latino origin Gardner                      0.374
1355 Not Hispanic or Latino origin Gardner                      0.373
1356 Not Hispanic or Latino origin Gardner                      0.366
1357 Not Hispanic or Latino origin Gardner                      0.371
1358 Not Hispanic or Latino origin Gardner                      0.358
1359 Not Hispanic or Latino origin Gardner                      0.276
1360 Not Hispanic or Latino origin Gardner                      0.286
1361 Not Hispanic or Latino origin Gardner                      0.297
1362 Not Hispanic or Latino origin Gardner                      0.230
1363 Not Hispanic or Latino origin Gardner                      0.283
1364 Not Hispanic or Latino origin Gardner                      0.327
1365 Not Hispanic or Latino origin Gardner                      0.357
1366 Not Hispanic or Latino origin Gardner                      0.292
1367 Not Hispanic or Latino origin Gardner                      0.289
1368 Not Hispanic or Latino origin Gardner                      0.307
1369 Not Hispanic or Latino origin Gardner                      0.343
1370 Not Hispanic or Latino origin Gardner                      0.383
1371 Not Hispanic or Latino origin Gardner                      0.404
1372 Not Hispanic or Latino origin Gardner                      0.425
1373 Not Hispanic or Latino origin Gardner                      0.352
1374 Not Hispanic or Latino origin Gardner                      0.571
1375 Not Hispanic or Latino origin Gardner                      0.534
1376 Not Hispanic or Latino origin Gardner                      0.448
1377 Not Hispanic or Latino origin Gardner                      0.453
1378 Not Hispanic or Latino origin Gardner                      0.612
1379 Not Hispanic or Latino origin Gardner                      0.601
1380 Not Hispanic or Latino origin Gardner                      0.612
1381 Not Hispanic or Latino origin Gardner                      0.602
1382 Not Hispanic or Latino origin Gardner                      0.400
1383 Not Hispanic or Latino origin Gardner                      0.515
1384 Not Hispanic or Latino origin Gardner                      0.359
1385 Not Hispanic or Latino origin Gardner                      0.357
1386 Not Hispanic or Latino origin Gardner                      0.356
1387 Not Hispanic or Latino origin Gardner                      0.281
1388 Not Hispanic or Latino origin Gardner                      0.275
1389 Not Hispanic or Latino origin Gardner                      0.568
1390 Not Hispanic or Latino origin Gardner                      0.495
1391 Not Hispanic or Latino origin Gardner                      0.600
1392 Not Hispanic or Latino origin Gardner                      0.547
1393 Not Hispanic or Latino origin Gardner                      0.502
1394 Not Hispanic or Latino origin Gardner                      0.563
1395 Not Hispanic or Latino origin Gardner                      0.598
1396 Not Hispanic or Latino origin Gardner                      0.491
1397 Not Hispanic or Latino origin Gardner                      0.522
1398 Not Hispanic or Latino origin Gardner                      0.568
1399 Not Hispanic or Latino origin Gardner                      0.608
1400 Not Hispanic or Latino origin Gardner                      0.587
1401 Not Hispanic or Latino origin Gardner                      0.541
1402 Not Hispanic or Latino origin Gardner                      0.538
1403 Not Hispanic or Latino origin Gardner                      0.287
1404 Not Hispanic or Latino origin Gardner                      0.364
1405 Not Hispanic or Latino origin Gardner                      0.282
1406 Not Hispanic or Latino origin Gardner                      0.360
1407 Not Hispanic or Latino origin Gardner                      0.399
1408 Not Hispanic or Latino origin Gardner                      0.282
1409 Not Hispanic or Latino origin Gardner                      0.293
1410 Not Hispanic or Latino origin Gardner                      0.267
1411 Not Hispanic or Latino origin Gardner                      0.292
1412 Not Hispanic or Latino origin Gardner                      0.292
1413 Not Hispanic or Latino origin Gardner                      0.296
1414 Not Hispanic or Latino origin Gardner                      0.350
1415 Not Hispanic or Latino origin Gardner                      0.271
1416 Not Hispanic or Latino origin Gardner                      0.143
1417 Not Hispanic or Latino origin Gardner                      0.205
1418 Not Hispanic or Latino origin Gardner                      0.320
1419 Not Hispanic or Latino origin Gardner                      0.281
1420 Not Hispanic or Latino origin Gardner                      0.270
1421                          <NA> Gardner                      0.450
1422                          <NA> Gardner                      0.436
1423                          <NA> Gardner                      0.418
1424                          <NA> Gardner                      0.419
1425                          <NA> Gardner                      0.337
1426                          <NA> Gardner                      0.920
1427                          <NA> Gardner                      0.537
1428                          <NA> Gardner                      0.850
1429                          <NA> Gardner                      0.309
1430                          <NA> Gardner                      0.331
1431                          <NA> Gardner                      0.365
1432                          <NA> Gardner                      0.355
1433                          <NA> Gardner                      0.394
1434                          <NA> Gardner                      0.392
1435                          <NA> Gardner                      0.406
1436                          <NA> Gardner                      0.421
1437                          <NA> Gardner                      0.460
1438                          <NA> Gardner                      0.450
1439                          <NA> Gardner                      0.642
1440                          <NA> Gardner                      0.363
1441                          <NA> Gardner                      0.615
1442                          <NA> Gardner                      0.194
1443                          <NA> Gardner                      0.254
1444                          <NA> Gardner                      0.530
1445                          <NA> Gardner                      0.594
1446                          <NA> Gardner                      0.667
1447                          <NA> Gardner                      0.643
1448                          <NA> Gardner                      0.203
1449                          <NA> Gardner                      0.322
1450                          <NA> Gardner                      0.668
1451                          <NA> Gardner                      0.831
1452                          <NA> Gardner                      0.233
1453                          <NA> Gardner                      0.202
1454                          <NA> Gardner                      0.193
1455                          <NA> Gardner                      0.196
1456                          <NA> Gardner                      0.223
1457                          <NA> Gardner                      0.203
1458                          <NA> Gardner                      0.217
1459                          <NA> Gardner                      0.207
1460                          <NA> Gardner                      0.400
1461                          <NA> Gardner                      0.271
1462                          <NA> Gardner                      0.386
1463                          <NA> Gardner                      0.392
1464                          <NA> Gardner                      0.462
1465                          <NA> Gardner                      0.451
1466                          <NA> Gardner                      0.351
1467                          <NA> Gardner                      0.345
1468                          <NA> Gardner                      0.308
1469                          <NA> Gardner                      0.402
1470                          <NA> Gardner                      0.375
1471                          <NA> Gardner                      0.364
1472                          <NA> Gardner                      0.504
1473                          <NA> Gardner                      0.435
1474                          <NA> Gardner                      0.543
1475                          <NA> Gardner                      0.587
1476                          <NA> Gardner                      0.585
1477                          <NA> Gardner                      0.582
1478                          <NA> Gardner                      0.214
1479 Not Hispanic or Latino origin Gardner                      0.242
1480 Not Hispanic or Latino origin Gardner                      0.506
1481 Not Hispanic or Latino origin Gardner                      0.369
1482 Not Hispanic or Latino origin Gardner                      0.378
1483 Not Hispanic or Latino origin Gardner                      0.379
1484 Not Hispanic or Latino origin Gardner                      0.574
1485 Not Hispanic or Latino origin Gardner                      0.470
1486 Not Hispanic or Latino origin Gardner                      0.354
1487 Not Hispanic or Latino origin Gardner                      0.329
1488 Not Hispanic or Latino origin Gardner                      0.248
1489 Not Hispanic or Latino origin Gardner                      0.244
1490 Not Hispanic or Latino origin Gardner                      0.294
1491 Not Hispanic or Latino origin Gardner                      0.307
1492 Not Hispanic or Latino origin Gardner                      0.291
1493 Not Hispanic or Latino origin Gardner                      0.513
1494 Not Hispanic or Latino origin Gardner                      0.515
1495 Not Hispanic or Latino origin Gardner                      0.312
1496 Not Hispanic or Latino origin Gardner                      0.338
1497 Not Hispanic or Latino origin Gardner                      0.248
1498 Not Hispanic or Latino origin Gardner                      0.247
1499 Not Hispanic or Latino origin Gardner                      0.268
1500 Not Hispanic or Latino origin Gardner                      0.271
1501 Not Hispanic or Latino origin Gardner                      0.287
1502 Not Hispanic or Latino origin Gardner                      0.286
1503 Not Hispanic or Latino origin Gardner                      0.343
1504 Not Hispanic or Latino origin Gardner                      0.704
1505 Not Hispanic or Latino origin Gardner                      0.580
1506 Not Hispanic or Latino origin Gardner                      0.575
1507 Not Hispanic or Latino origin Gardner                      0.360
1508 Not Hispanic or Latino origin Gardner                      0.622
1509 Not Hispanic or Latino origin Gardner                      0.614
1510 Not Hispanic or Latino origin Gardner                      0.626
1511 Not Hispanic or Latino origin Gardner                      0.591
1512 Not Hispanic or Latino origin Gardner                      0.629
1513 Not Hispanic or Latino origin Gardner                      0.637
1514     Hispanic or Latino origin Gardner                      0.638
1515     Hispanic or Latino origin Gardner                      0.904
1516     Hispanic or Latino origin Gardner                      1.292
1517     Hispanic or Latino origin Gardner                      2.739
1518     Hispanic or Latino origin Gardner                      2.250
1519     Hispanic or Latino origin Gardner                      2.507
1520     Hispanic or Latino origin Gardner                      2.203
1521     Hispanic or Latino origin Gardner                      2.394
1522     Hispanic or Latino origin Gardner                      1.855
1523     Hispanic or Latino origin Gardner                      3.375
1524     Hispanic or Latino origin Gardner                      2.773
1525     Hispanic or Latino origin Gardner                      2.051
1526     Hispanic or Latino origin Gardner                      2.039
1527     Hispanic or Latino origin Gardner                      2.261
1528     Hispanic or Latino origin Gardner                      2.411
1529     Hispanic or Latino origin Gardner                      2.305
1530 Not Hispanic or Latino origin Gardner                      0.862
1531 Not Hispanic or Latino origin Gardner                      1.811
1532 Not Hispanic or Latino origin Gardner                      1.764
1533 Not Hispanic or Latino origin Gardner                      2.387
1534 Not Hispanic or Latino origin Gardner                      2.322
1535 Not Hispanic or Latino origin Gardner                      1.911
1536 Not Hispanic or Latino origin Gardner                      1.651
1537 Not Hispanic or Latino origin Gardner                      1.729
1538 Not Hispanic or Latino origin Gardner                      1.272
1539 Not Hispanic or Latino origin Gardner                      1.356
1540 Not Hispanic or Latino origin Gardner                      1.022
1541 Not Hispanic or Latino origin Gardner                      1.077
1542 Not Hispanic or Latino origin Gardner                      0.996
1543 Not Hispanic or Latino origin Gardner                      1.054
1544 Not Hispanic or Latino origin Gardner                      1.169
1545 Not Hispanic or Latino origin Gardner                      0.965
1546 Not Hispanic or Latino origin Gardner                      0.534
1547 Not Hispanic or Latino origin Gardner                      0.539
1548 Not Hispanic or Latino origin Gardner                      0.799
1549 Not Hispanic or Latino origin Gardner                      0.705
1550 Not Hispanic or Latino origin Gardner                      0.974
1551 Not Hispanic or Latino origin Gardner                      1.147
1552 Not Hispanic or Latino origin Gardner                      1.032
1553 Not Hispanic or Latino origin Gardner                      0.852
1554 Not Hispanic or Latino origin Gardner                      0.905
1555 Not Hispanic or Latino origin Gardner                      0.693
1556 Not Hispanic or Latino origin Gardner                      1.278
1557 Not Hispanic or Latino origin Gardner                      1.011
1558 Not Hispanic or Latino origin Gardner                      0.903
1559 Not Hispanic or Latino origin Gardner                      0.917
1560 Not Hispanic or Latino origin Gardner                      1.082
1561 Not Hispanic or Latino origin Gardner                      1.165
1562 Not Hispanic or Latino origin Gardner                      1.084
1563 Not Hispanic or Latino origin Gardner                      0.425
1564 Not Hispanic or Latino origin Gardner                      1.185
1565 Not Hispanic or Latino origin Gardner                      1.196
1566 Not Hispanic or Latino origin Gardner                      0.928
1567 Not Hispanic or Latino origin Gardner                      1.004
1568 Not Hispanic or Latino origin Gardner                      0.740
1569 Not Hispanic or Latino origin Gardner                      0.812
1570 Not Hispanic or Latino origin Gardner                      0.831
1571 Not Hispanic or Latino origin Gardner                      0.635
1572 Not Hispanic or Latino origin Gardner                      0.404
1573 Not Hispanic or Latino origin Gardner                      0.454
1574 Not Hispanic or Latino origin Gardner                      0.391
1575 Not Hispanic or Latino origin Gardner                      0.401
1576 Not Hispanic or Latino origin Gardner                      0.400
1577 Not Hispanic or Latino origin Gardner                      0.471
1578 Not Hispanic or Latino origin Gardner                      0.401
1579 Not Hispanic or Latino origin Gardner                      0.375
1580 Not Hispanic or Latino origin Gardner                      0.446
1581 Not Hispanic or Latino origin Gardner                      0.437
1582 Not Hispanic or Latino origin Gardner                      0.418
1583 Not Hispanic or Latino origin Gardner                      0.455
1584 Not Hispanic or Latino origin Gardner                      0.519
1585 Not Hispanic or Latino origin Gardner                      0.435
1586 Not Hispanic or Latino origin Gardner                      0.447
1587 Not Hispanic or Latino origin Gardner                      0.450
1588 Not Hispanic or Latino origin Gardner                      0.473
1589 Not Hispanic or Latino origin Gardner                      0.362
1590 Not Hispanic or Latino origin Gardner                      0.388
1591 Not Hispanic or Latino origin Gardner                      0.375
1592 Not Hispanic or Latino origin Gardner                      0.378
1593 Not Hispanic or Latino origin Gardner                      0.547
1594 Not Hispanic or Latino origin Gardner                      0.544
1595 Not Hispanic or Latino origin Gardner                      0.418
1596 Not Hispanic or Latino origin Gardner                      0.724
1597 Not Hispanic or Latino origin Gardner                      1.026
1598 Not Hispanic or Latino origin Gardner                      1.082
1599 Not Hispanic or Latino origin Gardner                      0.900
1600 Not Hispanic or Latino origin Gardner                      0.906
1601 Not Hispanic or Latino origin Gardner                      0.649
1602 Not Hispanic or Latino origin Gardner                      0.629
1603 Not Hispanic or Latino origin Gardner                      0.704
1604 Not Hispanic or Latino origin Gardner                      0.457
1605 Not Hispanic or Latino origin Gardner                      0.467
1606 Not Hispanic or Latino origin Gardner                      0.461
1607 Not Hispanic or Latino origin Gardner                      0.492
1608 Not Hispanic or Latino origin Gardner                      0.487
1609 Not Hispanic or Latino origin Gardner                      0.368
1610 Not Hispanic or Latino origin Gardner                      0.357
1611 Not Hispanic or Latino origin Gardner                      0.290
1612 Not Hispanic or Latino origin Gardner                      0.295
1613 Not Hispanic or Latino origin Gardner                      0.282
1614 Not Hispanic or Latino origin Gardner                      0.284
1615 Not Hispanic or Latino origin Gardner                      0.272
1616 Not Hispanic or Latino origin Gardner                      0.302
1617 Not Hispanic or Latino origin Gardner                      0.275
1618 Not Hispanic or Latino origin Gardner                      0.238
1619 Not Hispanic or Latino origin Gardner                      0.176
1620 Not Hispanic or Latino origin Gardner                      0.236
1621 Not Hispanic or Latino origin Gardner                      0.259
1622 Not Hispanic or Latino origin Gardner                      0.261
1623 Not Hispanic or Latino origin Gardner                      0.368
1624 Not Hispanic or Latino origin Gardner                      0.402
1625 Not Hispanic or Latino origin Gardner                      0.440
1626 Not Hispanic or Latino origin Gardner                      0.420
1627 Not Hispanic or Latino origin Gardner                      0.398
1628 Not Hispanic or Latino origin Gardner                      0.370
1629 Not Hispanic or Latino origin Gardner                      0.233
1630 Not Hispanic or Latino origin Gardner                      0.210
1631 Not Hispanic or Latino origin Gardner                      0.342
1632 Not Hispanic or Latino origin Gardner                      0.370
1633 Not Hispanic or Latino origin Gardner                      0.391
1634 Not Hispanic or Latino origin Gardner                      0.380
1635 Not Hispanic or Latino origin Gardner                      0.330
1636 Not Hispanic or Latino origin Gardner                      0.523
1637 Not Hispanic or Latino origin Gardner                      0.515
1638 Not Hispanic or Latino origin Gardner                      0.556
1639 Not Hispanic or Latino origin Gardner                      0.282
1640 Not Hispanic or Latino origin Gardner                      0.396
1641 Not Hispanic or Latino origin Gardner                      0.408
1642 Not Hispanic or Latino origin Gardner                      0.373
1643 Not Hispanic or Latino origin Gardner                      0.480
1644 Not Hispanic or Latino origin Gardner                      0.574
1645 Not Hispanic or Latino origin Gardner                      0.530
1646 Not Hispanic or Latino origin Gardner                      0.304
1647 Not Hispanic or Latino origin Gardner                      0.464
1648 Not Hispanic or Latino origin Gardner                      0.738
1649 Not Hispanic or Latino origin Gardner                      0.755
1650 Not Hispanic or Latino origin Gardner                      0.731
1651 Not Hispanic or Latino origin Gardner                      0.507
1652 Not Hispanic or Latino origin Gardner                      0.607
1653 Not Hispanic or Latino origin Gardner                      0.423
1654 Not Hispanic or Latino origin Gardner                      0.421
1655 Not Hispanic or Latino origin Gardner                      0.441
1656 Not Hispanic or Latino origin Gardner                      0.495
1657 Not Hispanic or Latino origin Gardner                      0.509
1658 Not Hispanic or Latino origin Gardner                      0.520
1659 Not Hispanic or Latino origin Gardner                      0.473
1660 Not Hispanic or Latino origin Gardner                      0.497
1661 Not Hispanic or Latino origin Gardner                      0.522
1662 Not Hispanic or Latino origin Gardner                      0.510
1663 Not Hispanic or Latino origin Gardner                      0.197
1664 Not Hispanic or Latino origin Gardner                      0.259
1665 Not Hispanic or Latino origin Gardner                      0.219
1666 Not Hispanic or Latino origin Gardner                      0.163
1667 Not Hispanic or Latino origin Gardner                      0.175
1668 Not Hispanic or Latino origin Gardner                      0.230
1669 Not Hispanic or Latino origin Gardner                      0.229
1670 Not Hispanic or Latino origin Gardner                      0.452
1671 Not Hispanic or Latino origin Gardner                      0.470
1672 Not Hispanic or Latino origin Gardner                      0.551
1673 Not Hispanic or Latino origin Gardner                      0.455
1674     Hispanic or Latino origin Gardner                      0.449
1675     Hispanic or Latino origin Gardner                      0.793
1676     Hispanic or Latino origin Gardner                      0.535
1677     Hispanic or Latino origin Gardner                      0.373
1678     Hispanic or Latino origin Gardner                      0.306
1679     Hispanic or Latino origin Gardner                      0.463
1680     Hispanic or Latino origin Gardner                      0.373
1681     Hispanic or Latino origin Gardner                      0.464
1682     Hispanic or Latino origin Gardner                      0.391
1683     Hispanic or Latino origin Gardner                      0.375
1684     Hispanic or Latino origin Gardner                      0.397
1685     Hispanic or Latino origin Gardner                      0.432
1686     Hispanic or Latino origin Gardner                      0.400
1687     Hispanic or Latino origin Gardner                      0.371
1688 Not Hispanic or Latino origin Gardner                      0.379
1689 Not Hispanic or Latino origin Gardner                      0.296
1690 Not Hispanic or Latino origin Gardner                      0.193
1691 Not Hispanic or Latino origin Gardner                      0.234
1692 Not Hispanic or Latino origin Gardner                      0.285
1693 Not Hispanic or Latino origin Gardner                      0.371
1694 Not Hispanic or Latino origin Gardner                      0.341
1695 Not Hispanic or Latino origin Gardner                      0.380
1696 Not Hispanic or Latino origin Gardner                      0.231
1697 Not Hispanic or Latino origin Gardner                      0.262
1698 Not Hispanic or Latino origin Gardner                      0.516
1699 Not Hispanic or Latino origin Gardner                      0.492
1700 Not Hispanic or Latino origin Gardner                      0.370
1701 Not Hispanic or Latino origin Gardner                      0.513
1702 Not Hispanic or Latino origin Gardner                      0.365
1703 Not Hispanic or Latino origin Gardner                      0.343
1704 Not Hispanic or Latino origin Gardner                      0.302
1705 Not Hispanic or Latino origin Gardner                      0.257
1706 Not Hispanic or Latino origin Gardner                      0.251
1707 Not Hispanic or Latino origin Gardner                      0.370
1708 Not Hispanic or Latino origin Gardner                      0.363
1709 Not Hispanic or Latino origin Gardner                      0.329
1710 Not Hispanic or Latino origin Gardner                      0.358
1711 Not Hispanic or Latino origin Gardner                      0.433
1712 Not Hispanic or Latino origin Gardner                      0.266
1713 Not Hispanic or Latino origin Gardner                      0.446
1714 Not Hispanic or Latino origin Gardner                      0.390
1715 Not Hispanic or Latino origin Gardner                      0.513
1716 Not Hispanic or Latino origin Gardner                      0.516
1717 Not Hispanic or Latino origin Gardner                      0.397
1718 Not Hispanic or Latino origin Gardner                      0.405
1719 Not Hispanic or Latino origin Gardner                      0.451
1720 Not Hispanic or Latino origin Gardner                      0.419
1721 Not Hispanic or Latino origin Gardner                      0.238
1722 Not Hispanic or Latino origin Gardner                      0.212
1723 Not Hispanic or Latino origin Gardner                      0.340
1724 Not Hispanic or Latino origin Gardner                      0.345
1725 Not Hispanic or Latino origin Gardner                      0.337
1726 Not Hispanic or Latino origin Gardner                      0.267
1727 Not Hispanic or Latino origin Gardner                      0.273
1728 Not Hispanic or Latino origin Gardner                      0.227
1729 Not Hispanic or Latino origin Gardner                      0.297
1730 Not Hispanic or Latino origin Gardner                      0.388
1731 Not Hispanic or Latino origin Gardner                      0.361
1732 Not Hispanic or Latino origin Gardner                      0.280
1733 Not Hispanic or Latino origin Gardner                      0.215
1734 Not Hispanic or Latino origin Gardner                      0.210
1735 Not Hispanic or Latino origin Gardner                      0.218
1736 Not Hispanic or Latino origin Gardner                      0.152
1737 Not Hispanic or Latino origin Gardner                      0.256
1738 Not Hispanic or Latino origin Gardner                      0.852
1739 Not Hispanic or Latino origin Gardner                      0.330
1740 Not Hispanic or Latino origin Gardner                      0.650
1741 Not Hispanic or Latino origin Gardner                      0.847
1742 Not Hispanic or Latino origin Gardner                      0.605
1743 Not Hispanic or Latino origin Gardner                      0.874
1744 Not Hispanic or Latino origin Gardner                      0.353
1745 Not Hispanic or Latino origin Gardner                      0.234
1746 Not Hispanic or Latino origin Gardner                      0.262
1747 Not Hispanic or Latino origin Gardner                      0.251
1748 Not Hispanic or Latino origin Gardner                      0.265
1749 Not Hispanic or Latino origin Gardner                      0.265
1750 Not Hispanic or Latino origin Gardner                      0.298
1751 Not Hispanic or Latino origin Gardner                      0.292
1752 Not Hispanic or Latino origin Gardner                      0.323
1753 Not Hispanic or Latino origin Gardner                      0.338
1754 Not Hispanic or Latino origin Gardner                      0.481
1755 Not Hispanic or Latino origin Gardner                      1.306
1756 Not Hispanic or Latino origin Gardner                      1.324
1757 Not Hispanic or Latino origin Gardner                      1.053
1758 Not Hispanic or Latino origin Gardner                      1.098
1759 Not Hispanic or Latino origin Gardner                      0.849
1760 Not Hispanic or Latino origin Gardner                      1.015
1761 Not Hispanic or Latino origin Gardner                      0.949
1762 Not Hispanic or Latino origin Gardner                      0.909
1763 Not Hispanic or Latino origin Gardner                      0.871
1764 Not Hispanic or Latino origin Gardner                      0.852
1765 Not Hispanic or Latino origin Gardner                      1.148
1766 Not Hispanic or Latino origin Gardner                      1.010
1767 Not Hispanic or Latino origin Gardner                      0.318
1768 Not Hispanic or Latino origin Gardner                      0.464
1769 Not Hispanic or Latino origin Gardner                      0.537
1770 Not Hispanic or Latino origin Gardner                      0.510
1771 Not Hispanic or Latino origin Gardner                      0.490
1772 Not Hispanic or Latino origin Gardner                      0.403
1773 Not Hispanic or Latino origin Gardner                      0.469
1774 Not Hispanic or Latino origin Gardner                      0.449
1775 Not Hispanic or Latino origin Gardner                      0.352
1776 Not Hispanic or Latino origin Gardner                      0.509
1777 Not Hispanic or Latino origin Gardner                      0.533
1778 Not Hispanic or Latino origin Gardner                      0.510
1779 Not Hispanic or Latino origin Gardner                      0.512
1780 Not Hispanic or Latino origin Gardner                      0.435
1781 Not Hispanic or Latino origin Gardner                      0.786
1782 Not Hispanic or Latino origin Gardner                      0.396
1783 Not Hispanic or Latino origin Gardner                      0.460
1784 Not Hispanic or Latino origin Gardner                      0.352
1785 Not Hispanic or Latino origin Gardner                      0.331
1786 Not Hispanic or Latino origin Gardner                      0.741
1787 Not Hispanic or Latino origin Gardner                      0.664
1788 Not Hispanic or Latino origin Gardner                      0.467
1789 Not Hispanic or Latino origin Gardner                      0.472
1790 Not Hispanic or Latino origin Gardner                      0.962
1791 Not Hispanic or Latino origin Gardner                      0.422
1792 Not Hispanic or Latino origin Gardner                      0.413
1793 Not Hispanic or Latino origin Gardner                      0.501
1794 Not Hispanic or Latino origin Gardner                      0.580
1795 Not Hispanic or Latino origin Gardner                      0.576
1796 Not Hispanic or Latino origin Gardner                      0.549
1797 Not Hispanic or Latino origin Gardner                      0.294
1798 Not Hispanic or Latino origin Gardner                      0.257
1799 Not Hispanic or Latino origin Gardner                      0.305
1800 Not Hispanic or Latino origin Gardner                      1.127
1801 Not Hispanic or Latino origin Gardner                      1.081
1802 Not Hispanic or Latino origin Gardner                      0.928
1803 Not Hispanic or Latino origin Gardner                      0.937
1804 Not Hispanic or Latino origin Gardner                      0.294
1805 Not Hispanic or Latino origin Gardner                      0.323
1806 Not Hispanic or Latino origin Gardner                      0.357
1807 Not Hispanic or Latino origin Gardner                      0.358
1808 Not Hispanic or Latino origin Gardner                      0.298
1809 Not Hispanic or Latino origin Gardner                      0.300
1810 Not Hispanic or Latino origin Gardner                      0.376
1811 Not Hispanic or Latino origin Gardner                      0.298
1812 Not Hispanic or Latino origin Gardner                      0.510
1813 Not Hispanic or Latino origin Gardner                      0.499
1814 Not Hispanic or Latino origin Gardner                      0.322
1815 Not Hispanic or Latino origin Gardner                      0.437
1816 Not Hispanic or Latino origin Gardner                      0.472
1817 Not Hispanic or Latino origin Gardner                      0.328
1818 Not Hispanic or Latino origin Gardner                      0.361
1819 Not Hispanic or Latino origin Gardner                      0.398
1820 Not Hispanic or Latino origin Gardner                      0.366
1821 Not Hispanic or Latino origin Gardner                      0.477
1822 Not Hispanic or Latino origin Gardner                      0.538
1823 Not Hispanic or Latino origin Gardner                      0.523
1824 Not Hispanic or Latino origin Gardner                      0.481
1825 Not Hispanic or Latino origin Gardner                      0.331
1826 Not Hispanic or Latino origin Gardner                      0.389
1827 Not Hispanic or Latino origin Gardner                      0.205
1828 Not Hispanic or Latino origin Gardner                      0.234
1829 Not Hispanic or Latino origin Gardner                      0.230
1830 Not Hispanic or Latino origin Gardner                      0.207
1831 Not Hispanic or Latino origin Gardner                      0.345
1832 Not Hispanic or Latino origin Gardner                      0.543
1833 Not Hispanic or Latino origin Gardner                      0.490
1834 Not Hispanic or Latino origin Gardner                      0.359
1835 Not Hispanic or Latino origin Gardner                      0.380
1836 Not Hispanic or Latino origin Gardner                      0.315
1837 Not Hispanic or Latino origin Gardner                      0.308
1838 Not Hispanic or Latino origin Gardner                      0.308
1839 Not Hispanic or Latino origin Gardner                      0.580
1840 Not Hispanic or Latino origin Gardner                      0.578
1841 Not Hispanic or Latino origin Gardner                      0.788
1842 Not Hispanic or Latino origin Gardner                      1.167
1843 Not Hispanic or Latino origin Gardner                      0.922
1844 Not Hispanic or Latino origin Gardner                      0.973
1845 Not Hispanic or Latino origin Gardner                      1.016
1846 Not Hispanic or Latino origin Gardner                      0.976
1847 Not Hispanic or Latino origin Gardner                      1.088
1848 Not Hispanic or Latino origin Gardner                      0.924
1849 Not Hispanic or Latino origin Gardner                      0.883
1850 Not Hispanic or Latino origin Gardner                      0.986
1851 Not Hispanic or Latino origin Gardner                      1.022
1852 Not Hispanic or Latino origin Gardner                      1.270
1853 Not Hispanic or Latino origin Gardner                      1.102
1854 Not Hispanic or Latino origin Gardner                      0.222
1855 Not Hispanic or Latino origin Gardner                      0.287
1856 Not Hispanic or Latino origin Gardner                      0.616
1857 Not Hispanic or Latino origin Gardner                      0.883
1858 Not Hispanic or Latino origin Gardner                      0.884
1859 Not Hispanic or Latino origin Gardner                      0.731
1860 Not Hispanic or Latino origin Gardner                      0.755
1861 Not Hispanic or Latino origin Gardner                      0.584
1862 Not Hispanic or Latino origin Gardner                      0.416
1863 Not Hispanic or Latino origin Gardner                      0.367
1864 Not Hispanic or Latino origin Gardner                      0.382
1865 Not Hispanic or Latino origin Gardner                      0.634
1866 Not Hispanic or Latino origin Gardner                      0.471
1867 Not Hispanic or Latino origin Gardner                      0.556
1868 Not Hispanic or Latino origin Gardner                      0.627
1869     Hispanic or Latino origin Gardner                      0.390
1870     Hispanic or Latino origin Gardner                      0.380
1871 Not Hispanic or Latino origin Gardner                      0.382
1872 Not Hispanic or Latino origin Gardner                      0.405
1873 Not Hispanic or Latino origin Gardner                      0.429
1874 Not Hispanic or Latino origin Gardner                      0.390
1875 Not Hispanic or Latino origin Gardner                      0.328
1876 Not Hispanic or Latino origin Gardner                      0.298
1877 Not Hispanic or Latino origin Gardner                      0.296
1878 Not Hispanic or Latino origin Gardner                      0.283
1879 Not Hispanic or Latino origin Gardner                      0.282
1880 Not Hispanic or Latino origin Gardner                      0.377
1881 Not Hispanic or Latino origin Gardner                      0.306
1882 Not Hispanic or Latino origin Gardner                      0.313
1883 Not Hispanic or Latino origin Gardner                      0.322
1884 Not Hispanic or Latino origin Gardner                      0.344
1885 Not Hispanic or Latino origin Gardner                      0.410
1886 Not Hispanic or Latino origin Gardner                      0.315
1887 Not Hispanic or Latino origin Gardner                      0.413
1888 Not Hispanic or Latino origin Gardner                      0.624
1889 Not Hispanic or Latino origin Gardner                      0.469
1890 Not Hispanic or Latino origin Gardner                      0.469
1891 Not Hispanic or Latino origin Gardner                      0.782
1892 Not Hispanic or Latino origin Gardner                      0.526
1893 Not Hispanic or Latino origin Gardner                      0.501
1894 Not Hispanic or Latino origin Gardner                      0.348
1895 Not Hispanic or Latino origin Gardner                      0.295
1896 Not Hispanic or Latino origin Gardner                      0.487
1897 Not Hispanic or Latino origin Gardner                      0.526
1898 Not Hispanic or Latino origin Gardner                      0.370
1899 Not Hispanic or Latino origin Gardner                      0.350
1900 Not Hispanic or Latino origin Gardner                      0.529
1901 Not Hispanic or Latino origin Gardner                      0.405
1902 Not Hispanic or Latino origin Gardner                      0.460
1903 Not Hispanic or Latino origin Gardner                      0.409
1904 Not Hispanic or Latino origin Gardner                      0.391
1905 Not Hispanic or Latino origin Gardner                      0.401
1906 Not Hispanic or Latino origin Gardner                      0.767
1907 Not Hispanic or Latino origin Gardner                      0.732
1908 Not Hispanic or Latino origin Gardner                      0.550
1909 Not Hispanic or Latino origin Gardner                      0.556
1910 Not Hispanic or Latino origin Gardner                      0.461
1911 Not Hispanic or Latino origin Gardner                      0.254
1912 Not Hispanic or Latino origin Gardner                      0.417
1913 Not Hispanic or Latino origin Gardner                      0.292
1914 Not Hispanic or Latino origin Gardner                      0.495
1915 Not Hispanic or Latino origin Gardner                      0.464
1916 Not Hispanic or Latino origin Gardner                      0.500
1917 Not Hispanic or Latino origin Gardner                      0.318
1918 Not Hispanic or Latino origin Gardner                      0.504
1919 Not Hispanic or Latino origin Gardner                      0.420
1920 Not Hispanic or Latino origin Gardner                      0.413
1921 Not Hispanic or Latino origin Gardner                      0.444
1922 Not Hispanic or Latino origin Gardner                      0.375
1923 Not Hispanic or Latino origin Gardner                      0.382
1924 Not Hispanic or Latino origin Gardner                      0.416
1925 Not Hispanic or Latino origin Gardner                      0.415
1926 Not Hispanic or Latino origin Gardner                      0.423
1927 Not Hispanic or Latino origin Gardner                      0.373
1928 Not Hispanic or Latino origin Gardner                      0.354
1929 Not Hispanic or Latino origin Gardner                      0.337
1930 Not Hispanic or Latino origin Gardner                      0.285
1931 Not Hispanic or Latino origin Gardner                      0.252
1932 Not Hispanic or Latino origin Gardner                      0.316
1933 Not Hispanic or Latino origin Gardner                      0.450
1934 Not Hispanic or Latino origin Gardner                      0.481
1935 Not Hispanic or Latino origin Gardner                      0.546
1936 Not Hispanic or Latino origin Gardner                      0.228
1937 Not Hispanic or Latino origin Gardner                      0.580
1938 Not Hispanic or Latino origin Gardner                      0.344
1939 Not Hispanic or Latino origin Gardner                      0.495
1940 Not Hispanic or Latino origin Gardner                      0.340
1941 Not Hispanic or Latino origin Gardner                      0.337
1942 Not Hispanic or Latino origin Gardner                      0.257
1943 Not Hispanic or Latino origin Gardner                      0.277
1944 Not Hispanic or Latino origin  Janson                      0.297
1945 Not Hispanic or Latino origin  Janson                      0.269
1946 Not Hispanic or Latino origin  Janson                      0.212
1947 Not Hispanic or Latino origin  Janson                      0.214
1948 Not Hispanic or Latino origin  Janson                      0.201
1949 Not Hispanic or Latino origin  Janson                      0.194
1950 Not Hispanic or Latino origin  Janson                      0.346
1951 Not Hispanic or Latino origin  Janson                      0.342
1952 Not Hispanic or Latino origin  Janson                      0.483
1953 Not Hispanic or Latino origin  Janson                      0.350
1954 Not Hispanic or Latino origin  Janson                      0.530
1955 Not Hispanic or Latino origin  Janson                      0.267
1956 Not Hispanic or Latino origin  Janson                      0.302
1957 Not Hispanic or Latino origin  Janson                      0.125
1958 Not Hispanic or Latino origin  Janson                      0.122
1959 Not Hispanic or Latino origin  Janson                      0.117
1960 Not Hispanic or Latino origin  Janson                      0.113
1961 Not Hispanic or Latino origin  Janson                      0.358
1962 Not Hispanic or Latino origin  Janson                      0.343
1963 Not Hispanic or Latino origin  Janson                      0.443
1964 Not Hispanic or Latino origin  Janson                      0.306
1965 Not Hispanic or Latino origin  Janson                      0.292
1966 Not Hispanic or Latino origin  Janson                      0.265
1967 Not Hispanic or Latino origin  Janson                      0.271
1968 Not Hispanic or Latino origin  Janson                      0.265
1969 Not Hispanic or Latino origin  Janson                      0.181
1970 Not Hispanic or Latino origin  Janson                      0.197
1971 Not Hispanic or Latino origin  Janson                      0.203
1972 Not Hispanic or Latino origin  Janson                      0.706
1973 Not Hispanic or Latino origin  Janson                      0.705
1974 Not Hispanic or Latino origin  Janson                      0.670
1975 Not Hispanic or Latino origin  Janson                      0.783
1976 Not Hispanic or Latino origin  Janson                      0.746
1977 Not Hispanic or Latino origin  Janson                      0.357
1978 Not Hispanic or Latino origin  Janson                      0.321
1979 Not Hispanic or Latino origin  Janson                      0.314
1980 Not Hispanic or Latino origin  Janson                      0.326
1981 Not Hispanic or Latino origin  Janson                      0.359
1982 Not Hispanic or Latino origin  Janson                      0.173
1983 Not Hispanic or Latino origin  Janson                      0.171
1984 Not Hispanic or Latino origin  Janson                      0.151
1985 Not Hispanic or Latino origin  Janson                      0.197
1986 Not Hispanic or Latino origin  Janson                      0.287
1987 Not Hispanic or Latino origin  Janson                      0.414
1988 Not Hispanic or Latino origin  Janson                      0.382
1989 Not Hispanic or Latino origin  Janson                      0.360
1990 Not Hispanic or Latino origin  Janson                      0.570
1991 Not Hispanic or Latino origin  Janson                      0.547
1992 Not Hispanic or Latino origin  Janson                      0.248
1993 Not Hispanic or Latino origin  Janson                      0.242
1994 Not Hispanic or Latino origin  Janson                      0.229
1995 Not Hispanic or Latino origin  Janson                      0.733
1996 Not Hispanic or Latino origin  Janson                      0.797
1997 Not Hispanic or Latino origin  Janson                      0.484
1998 Not Hispanic or Latino origin  Janson                      0.484
1999 Not Hispanic or Latino origin  Janson                      0.529
2000 Not Hispanic or Latino origin  Janson                      0.589
2001 Not Hispanic or Latino origin  Janson                      0.361
2002 Not Hispanic or Latino origin  Janson                      0.349
2003 Not Hispanic or Latino origin  Janson                      0.512
2004 Not Hispanic or Latino origin  Janson                      0.518
2005 Not Hispanic or Latino origin  Janson                      0.488
2006 Not Hispanic or Latino origin  Janson                      0.465
2007 Not Hispanic or Latino origin  Janson                      0.292
2008 Not Hispanic or Latino origin  Janson                      0.370
2009 Not Hispanic or Latino origin  Janson                      0.531
2010 Not Hispanic or Latino origin  Janson                      0.273
2011 Not Hispanic or Latino origin  Janson                      0.457
2012 Not Hispanic or Latino origin  Janson                      0.483
2013 Not Hispanic or Latino origin  Janson                      0.239
2014 Not Hispanic or Latino origin  Janson                      0.237
2015 Not Hispanic or Latino origin  Janson                      0.262
2016 Not Hispanic or Latino origin  Janson                      0.296
2017 Not Hispanic or Latino origin  Janson                      0.338
2018 Not Hispanic or Latino origin  Janson                      0.314
2019 Not Hispanic or Latino origin  Janson                      0.650
2020 Not Hispanic or Latino origin  Janson                      0.740
2021 Not Hispanic or Latino origin  Janson                      0.739
2022 Not Hispanic or Latino origin  Janson                      0.416
2023 Not Hispanic or Latino origin  Janson                      0.592
2024 Not Hispanic or Latino origin  Janson                      0.232
2025 Not Hispanic or Latino origin  Janson                      0.848
2026 Not Hispanic or Latino origin  Janson                      0.863
2027 Not Hispanic or Latino origin  Janson                      0.380
2028 Not Hispanic or Latino origin  Janson                      0.368
2029 Not Hispanic or Latino origin  Janson                      0.352
2030 Not Hispanic or Latino origin  Janson                      0.555
2031 Not Hispanic or Latino origin  Janson                      0.670
2032 Not Hispanic or Latino origin  Janson                      0.182
2033 Not Hispanic or Latino origin  Janson                      0.170
2034 Not Hispanic or Latino origin  Janson                      0.169
2035 Not Hispanic or Latino origin  Janson                      0.346
2036 Not Hispanic or Latino origin  Janson                      0.530
2037 Not Hispanic or Latino origin  Janson                      0.314
2038 Not Hispanic or Latino origin  Janson                      0.326
2039 Not Hispanic or Latino origin  Janson                      0.320
2040 Not Hispanic or Latino origin  Janson                      0.310
2041 Not Hispanic or Latino origin  Janson                      0.288
2042 Not Hispanic or Latino origin  Janson                      0.300
2043 Not Hispanic or Latino origin  Janson                      0.275
2044 Not Hispanic or Latino origin  Janson                      0.329
2045 Not Hispanic or Latino origin  Janson                      0.624
2046 Not Hispanic or Latino origin  Janson                      0.385
2047 Not Hispanic or Latino origin  Janson                      0.357
2048 Not Hispanic or Latino origin  Janson                      0.336
2049 Not Hispanic or Latino origin  Janson                      0.278
2050 Not Hispanic or Latino origin  Janson                      0.276
2051 Not Hispanic or Latino origin  Janson                      0.263
2052 Not Hispanic or Latino origin  Janson                      0.247
2053 Not Hispanic or Latino origin  Janson                      0.258
2054 Not Hispanic or Latino origin  Janson                      0.256
2055 Not Hispanic or Latino origin  Janson                      0.282
2056 Not Hispanic or Latino origin  Janson                      0.468
2057 Not Hispanic or Latino origin  Janson                      0.331
2058 Not Hispanic or Latino origin  Janson                      0.345
2059 Not Hispanic or Latino origin  Janson                      0.518
2060 Not Hispanic or Latino origin  Janson                      0.498
2061 Not Hispanic or Latino origin  Janson                      0.563
2062 Not Hispanic or Latino origin  Janson                      0.248
2063 Not Hispanic or Latino origin  Janson                      0.381
2064 Not Hispanic or Latino origin  Janson                      0.242
2065 Not Hispanic or Latino origin  Janson                      0.241
2066 Not Hispanic or Latino origin  Janson                      0.373
2067 Not Hispanic or Latino origin  Janson                      0.534
2068 Not Hispanic or Latino origin  Janson                      0.352
2069 Not Hispanic or Latino origin  Janson                      0.190
2070 Not Hispanic or Latino origin  Janson                      0.175
2071 Not Hispanic or Latino origin  Janson                      0.163
2072 Not Hispanic or Latino origin  Janson                      0.430
2073 Not Hispanic or Latino origin  Janson                      0.428
2074 Not Hispanic or Latino origin  Janson                      0.439
2075 Not Hispanic or Latino origin  Janson                      0.458
2076 Not Hispanic or Latino origin  Janson                      0.429
2077 Not Hispanic or Latino origin  Janson                      0.420
2078 Not Hispanic or Latino origin  Janson                      0.414
2079 Not Hispanic or Latino origin  Janson                      0.851
2080 Not Hispanic or Latino origin  Janson                      0.806
2081 Not Hispanic or Latino origin  Janson                      0.338
2082 Not Hispanic or Latino origin  Janson                      0.342
2083 Not Hispanic or Latino origin  Janson                      0.311
2084 Not Hispanic or Latino origin  Janson                      0.310
2085 Not Hispanic or Latino origin  Janson                      0.202
2086 Not Hispanic or Latino origin  Janson                      0.234
2087 Not Hispanic or Latino origin  Janson                      0.215
2088 Not Hispanic or Latino origin  Janson                      0.203
2089 Not Hispanic or Latino origin  Janson                      0.542
2090 Not Hispanic or Latino origin  Janson                      0.557
2091 Not Hispanic or Latino origin  Janson                      0.302
2092 Not Hispanic or Latino origin  Janson                      0.285
2093 Not Hispanic or Latino origin  Janson                      0.280
2094 Not Hispanic or Latino origin  Janson                      0.249
2095 Not Hispanic or Latino origin  Janson                      0.243
2096 Not Hispanic or Latino origin  Janson                      0.237
2097 Not Hispanic or Latino origin  Janson                      0.216
2098 Not Hispanic or Latino origin  Janson                      0.268
2099 Not Hispanic or Latino origin  Janson                      0.238
2100 Not Hispanic or Latino origin  Janson                      0.541
2101 Not Hispanic or Latino origin  Janson                      0.563
2102 Not Hispanic or Latino origin  Janson                      0.561
2103 Not Hispanic or Latino origin  Janson                      0.639
2104 Not Hispanic or Latino origin  Janson                      0.394
2105 Not Hispanic or Latino origin  Janson                      0.392
2106 Not Hispanic or Latino origin  Janson                      0.421
2107 Not Hispanic or Latino origin  Janson                      0.369
2108 Not Hispanic or Latino origin  Janson                      0.475
2109 Not Hispanic or Latino origin  Janson                      0.808
2110 Not Hispanic or Latino origin  Janson                      0.803
2111 Not Hispanic or Latino origin  Janson                      0.938
2112 Not Hispanic or Latino origin  Janson                      0.848
2113 Not Hispanic or Latino origin  Janson                      0.253
2114 Not Hispanic or Latino origin  Janson                      0.252
2115 Not Hispanic or Latino origin  Janson                      0.763
2116 Not Hispanic or Latino origin  Janson                      0.783
2117 Not Hispanic or Latino origin  Janson                      0.703
2118 Not Hispanic or Latino origin  Janson                      0.699
2119 Not Hispanic or Latino origin  Janson                      0.717
2120 Not Hispanic or Latino origin  Janson                      0.793
2121 Not Hispanic or Latino origin  Janson                      0.276
2122 Not Hispanic or Latino origin  Janson                      0.246
2123 Not Hispanic or Latino origin  Janson                      0.317
2124 Not Hispanic or Latino origin  Janson                      0.356
2125 Not Hispanic or Latino origin  Janson                      0.569
2126 Not Hispanic or Latino origin  Janson                      0.342
2127 Not Hispanic or Latino origin  Janson                      0.312
2128 Not Hispanic or Latino origin  Janson                      0.302
2129 Not Hispanic or Latino origin  Janson                      0.420
2130 Not Hispanic or Latino origin  Janson                      0.289
2131 Not Hispanic or Latino origin  Janson                      0.288
2132 Not Hispanic or Latino origin  Janson                      1.179
2133 Not Hispanic or Latino origin  Janson                      1.191
2134 Not Hispanic or Latino origin  Janson                      0.589
2135 Not Hispanic or Latino origin  Janson                      1.018
2136 Not Hispanic or Latino origin  Janson                      0.882
2137 Not Hispanic or Latino origin  Janson                      1.336
2138 Not Hispanic or Latino origin  Janson                      2.429
2139 Not Hispanic or Latino origin  Janson                      0.334
2140 Not Hispanic or Latino origin  Janson                      0.352
2141 Not Hispanic or Latino origin  Janson                      0.266
2142 Not Hispanic or Latino origin  Janson                      0.287
2143 Not Hispanic or Latino origin  Janson                      0.272
2144 Not Hispanic or Latino origin  Janson                      0.277
2145 Not Hispanic or Latino origin  Janson                      0.377
2146 Not Hispanic or Latino origin  Janson                      0.730
2147 Not Hispanic or Latino origin  Janson                      0.540
2148 Not Hispanic or Latino origin  Janson                      0.599
2149 Not Hispanic or Latino origin  Janson                      0.548
2150 Not Hispanic or Latino origin  Janson                      0.512
2151 Not Hispanic or Latino origin  Janson                      0.226
2152 Not Hispanic or Latino origin  Janson                      0.444
2153 Not Hispanic or Latino origin  Janson                      0.429
2154     Hispanic or Latino origin  Janson                      0.573
2155     Hispanic or Latino origin  Janson                      0.571
2156 Not Hispanic or Latino origin  Janson                      0.886
2157 Not Hispanic or Latino origin  Janson                      0.861
2158 Not Hispanic or Latino origin  Janson                      0.674
2159 Not Hispanic or Latino origin  Janson                      0.366
2160 Not Hispanic or Latino origin  Janson                      0.239
2161 Not Hispanic or Latino origin  Janson                      0.274
2162 Not Hispanic or Latino origin  Janson                      0.258
2163 Not Hispanic or Latino origin  Janson                      0.239
2164 Not Hispanic or Latino origin  Janson                      0.257
2165 Not Hispanic or Latino origin  Janson                      0.369
2166 Not Hispanic or Latino origin  Janson                      0.323
2167 Not Hispanic or Latino origin  Janson                      0.375
2168 Not Hispanic or Latino origin  Janson                      0.359
2169 Not Hispanic or Latino origin  Janson                      0.347
2170 Not Hispanic or Latino origin  Janson                      0.423
2171 Not Hispanic or Latino origin  Janson                      0.433
2172 Not Hispanic or Latino origin  Janson                      0.346
2173 Not Hispanic or Latino origin  Janson                      1.025
2174 Not Hispanic or Latino origin  Janson                      1.019
2175 Not Hispanic or Latino origin  Janson                      1.067
2176 Not Hispanic or Latino origin  Janson                      0.729
2177 Not Hispanic or Latino origin  Janson                      1.330
2178 Not Hispanic or Latino origin  Janson                      1.246
2179 Not Hispanic or Latino origin  Janson                      1.498
2180 Not Hispanic or Latino origin  Janson                      0.474
2181 Not Hispanic or Latino origin  Janson                      0.568
2182 Not Hispanic or Latino origin  Janson                      1.801
2183 Not Hispanic or Latino origin  Janson                      1.791
2184 Not Hispanic or Latino origin  Janson                      1.678
2185 Not Hispanic or Latino origin  Janson                      1.894
2186 Not Hispanic or Latino origin  Janson                      1.569
2187 Not Hispanic or Latino origin  Janson                      1.430
2188 Not Hispanic or Latino origin  Janson                      1.540
2189 Not Hispanic or Latino origin  Janson                      1.836
2190 Not Hispanic or Latino origin  Janson                      1.946
2191 Not Hispanic or Latino origin  Janson                      0.286
2192 Not Hispanic or Latino origin  Janson                      0.244
2193 Not Hispanic or Latino origin  Janson                      0.244
2194 Not Hispanic or Latino origin  Janson                      0.356
2195 Not Hispanic or Latino origin  Janson                      0.430
2196 Not Hispanic or Latino origin  Janson                      0.406
2197 Not Hispanic or Latino origin  Janson                      0.244
2198 Not Hispanic or Latino origin  Janson                      0.242
2199 Not Hispanic or Latino origin  Janson                      0.220
2200 Not Hispanic or Latino origin  Janson                      0.219
2201 Not Hispanic or Latino origin  Janson                      0.236
2202 Not Hispanic or Latino origin  Janson                      0.245
2203 Not Hispanic or Latino origin  Janson                      0.312
2204 Not Hispanic or Latino origin  Janson                      0.299
2205 Not Hispanic or Latino origin  Janson                      0.282
2206 Not Hispanic or Latino origin  Janson                      0.365
2207 Not Hispanic or Latino origin  Janson                      0.411
2208 Not Hispanic or Latino origin  Janson                      0.318
2209 Not Hispanic or Latino origin  Janson                      0.299
2210 Not Hispanic or Latino origin  Janson                      0.406
2211 Not Hispanic or Latino origin  Janson                      0.718
2212 Not Hispanic or Latino origin  Janson                      0.739
2213 Not Hispanic or Latino origin  Janson                      0.434
2214 Not Hispanic or Latino origin  Janson                      0.407
2215 Not Hispanic or Latino origin  Janson                      0.393
2216 Not Hispanic or Latino origin  Janson                      0.448
2217 Not Hispanic or Latino origin  Janson                      0.453
2218 Not Hispanic or Latino origin  Janson                      0.659
2219 Not Hispanic or Latino origin  Janson                      0.741
2220 Not Hispanic or Latino origin  Janson                      0.634
2221 Not Hispanic or Latino origin  Janson                      0.625
2222 Not Hispanic or Latino origin  Janson                      0.333
2223 Not Hispanic or Latino origin  Janson                      0.306
2224 Not Hispanic or Latino origin  Janson                      0.292
2225 Not Hispanic or Latino origin  Janson                      0.290
2226 Not Hispanic or Latino origin  Janson                      0.273
2227 Not Hispanic or Latino origin  Janson                      0.259
2228 Not Hispanic or Latino origin  Janson                      0.216
2229 Not Hispanic or Latino origin  Janson                      0.294
2230 Not Hispanic or Latino origin  Janson                      0.467
2231 Not Hispanic or Latino origin  Janson                      0.506
2232 Not Hispanic or Latino origin  Janson                      0.531
2233 Not Hispanic or Latino origin  Janson                      0.547
2234 Not Hispanic or Latino origin  Janson                      0.679
2235 Not Hispanic or Latino origin  Janson                      0.286
2236 Not Hispanic or Latino origin  Janson                      0.350
2237 Not Hispanic or Latino origin  Janson                      0.407
2238 Not Hispanic or Latino origin  Janson                      0.236
2239 Not Hispanic or Latino origin  Janson                      0.264
2240 Not Hispanic or Latino origin  Janson                      0.264
2241 Not Hispanic or Latino origin  Janson                      0.367
2242 Not Hispanic or Latino origin  Janson                      0.432
2243 Not Hispanic or Latino origin  Janson                      0.165
2244 Not Hispanic or Latino origin  Janson                      0.164
2245 Not Hispanic or Latino origin  Janson                      0.599
2246 Not Hispanic or Latino origin  Janson                      0.605
2247 Not Hispanic or Latino origin  Janson                      0.163
2248 Not Hispanic or Latino origin  Janson                      0.165
2249 Not Hispanic or Latino origin  Janson                      0.191
2250 Not Hispanic or Latino origin  Janson                      0.313
2251 Not Hispanic or Latino origin  Janson                      0.511
2252 Not Hispanic or Latino origin  Janson                      0.225
2253 Not Hispanic or Latino origin  Janson                      0.178
2254 Not Hispanic or Latino origin  Janson                      0.323
2255 Not Hispanic or Latino origin  Janson                      0.322
2256 Not Hispanic or Latino origin  Janson                      0.164
2257 Not Hispanic or Latino origin  Janson                      0.163
2258 Not Hispanic or Latino origin  Janson                      0.166
2259 Not Hispanic or Latino origin  Janson                      0.341
2260 Not Hispanic or Latino origin  Janson                      0.262
2261 Not Hispanic or Latino origin  Janson                      0.473
2262 Not Hispanic or Latino origin  Janson                      0.465
2263 Not Hispanic or Latino origin  Janson                      0.554
2264 Not Hispanic or Latino origin  Janson                      0.735
2265 Not Hispanic or Latino origin  Janson                      0.318
2266 Not Hispanic or Latino origin  Janson                      0.319
2267 Not Hispanic or Latino origin  Janson                      0.314
2268 Not Hispanic or Latino origin  Janson                      0.287
2269 Not Hispanic or Latino origin  Janson                      0.302
2270 Not Hispanic or Latino origin  Janson                      0.357
2271 Not Hispanic or Latino origin  Janson                      0.374
2272 Not Hispanic or Latino origin  Janson                      0.374
2273 Not Hispanic or Latino origin  Janson                      0.618
2274 Not Hispanic or Latino origin  Janson                      0.589
2275 Not Hispanic or Latino origin  Janson                      0.332
2276 Not Hispanic or Latino origin  Janson                      1.458
2277 Not Hispanic or Latino origin  Janson                      1.450
2278 Not Hispanic or Latino origin  Janson                      0.822
2279 Not Hispanic or Latino origin  Janson                      1.494
2280 Not Hispanic or Latino origin  Janson                      0.741
2281 Not Hispanic or Latino origin  Janson                      0.977
2282 Not Hispanic or Latino origin  Janson                      2.226
2283 Not Hispanic or Latino origin  Janson                      1.747
2284 Not Hispanic or Latino origin  Janson                      2.295
2285 Not Hispanic or Latino origin  Janson                      0.165
2286 Not Hispanic or Latino origin  Janson                      0.164
2287 Not Hispanic or Latino origin  Janson                      0.787
2288 Not Hispanic or Latino origin  Janson                      0.789
2289 Not Hispanic or Latino origin  Janson                      0.154
2290 Not Hispanic or Latino origin  Janson                      0.161
2291 Not Hispanic or Latino origin  Janson                      0.168
2292 Not Hispanic or Latino origin  Janson                      0.453
2293 Not Hispanic or Latino origin  Janson                      0.421
2294 Not Hispanic or Latino origin  Janson                      0.260
2295 Not Hispanic or Latino origin  Janson                      0.790
2296 Not Hispanic or Latino origin  Janson                      0.895
2297 Not Hispanic or Latino origin  Janson                      0.419
2298 Not Hispanic or Latino origin  Janson                      0.351
2299 Not Hispanic or Latino origin  Janson                      0.418
2300 Not Hispanic or Latino origin  Janson                      0.397
2301 Not Hispanic or Latino origin  Janson                      1.000
2302 Not Hispanic or Latino origin  Janson                      0.412
2303 Not Hispanic or Latino origin  Janson                      0.386
2304 Not Hispanic or Latino origin  Janson                      0.382
2305 Not Hispanic or Latino origin  Janson                      0.666
2306 Not Hispanic or Latino origin  Janson                      0.687
2307 Not Hispanic or Latino origin  Janson                      0.300
2308 Not Hispanic or Latino origin  Janson                      0.287
2309 Not Hispanic or Latino origin  Janson                      0.282
2310 Not Hispanic or Latino origin  Janson                      0.405
2311 Not Hispanic or Latino origin  Janson                      0.451
2312     Hispanic or Latino origin  Janson                      1.553
2313     Hispanic or Latino origin  Janson                      1.544
2314     Hispanic or Latino origin  Janson                      1.502
2315     Hispanic or Latino origin  Janson                      1.511
2316     Hispanic or Latino origin  Janson                      1.203
2317     Hispanic or Latino origin  Janson                      1.360
2318     Hispanic or Latino origin  Janson                      1.633
2319     Hispanic or Latino origin  Janson                      1.848
2320     Hispanic or Latino origin  Janson                      1.460
2321 Not Hispanic or Latino origin  Janson                      0.267
2322 Not Hispanic or Latino origin  Janson                      0.304
2323 Not Hispanic or Latino origin  Janson                      0.290
2324 Not Hispanic or Latino origin  Janson                      0.435
2325 Not Hispanic or Latino origin  Janson                      0.489
2326 Not Hispanic or Latino origin  Janson                      0.516
2327 Not Hispanic or Latino origin  Janson                      0.536
2328 Not Hispanic or Latino origin  Janson                      0.318
2329 Not Hispanic or Latino origin  Janson                      0.857
2330 Not Hispanic or Latino origin  Janson                      0.414
2331 Not Hispanic or Latino origin  Janson                      0.393
2332 Not Hispanic or Latino origin  Janson                      0.351
2333 Not Hispanic or Latino origin  Janson                      0.571
2334 Not Hispanic or Latino origin  Janson                      0.717
2335     Hispanic or Latino origin  Janson                      0.300
2336     Hispanic or Latino origin  Janson                      0.280
2337     Hispanic or Latino origin  Janson                      0.516
2338     Hispanic or Latino origin  Janson                      0.566
2339 Not Hispanic or Latino origin  Janson                      0.178
2340 Not Hispanic or Latino origin  Janson                      0.172
2341 Not Hispanic or Latino origin  Janson                      0.408
2342 Not Hispanic or Latino origin  Janson                      0.445
2343 Not Hispanic or Latino origin  Janson                      0.263
2344 Not Hispanic or Latino origin  Janson                      0.190
2345 Not Hispanic or Latino origin  Janson                      0.179
2346 Not Hispanic or Latino origin  Janson                      0.169
2347 Not Hispanic or Latino origin  Janson                      0.229
2348 Not Hispanic or Latino origin  Janson                      0.156
2349 Not Hispanic or Latino origin  Janson                      0.156
2350 Not Hispanic or Latino origin  Janson                      0.812
2351 Not Hispanic or Latino origin  Janson                      0.870
2352 Not Hispanic or Latino origin  Janson                      0.486
2353 Not Hispanic or Latino origin  Janson                      0.475
2354 Not Hispanic or Latino origin  Janson                      0.451
2355 Not Hispanic or Latino origin  Janson                      0.228
2356 Not Hispanic or Latino origin  Janson                      0.227
2357 Not Hispanic or Latino origin  Janson                      0.219
2358 Not Hispanic or Latino origin  Janson                      0.236
2359 Not Hispanic or Latino origin  Janson                      0.267
2360 Not Hispanic or Latino origin  Janson                      0.242
2361 Not Hispanic or Latino origin  Janson                      0.269
2362 Not Hispanic or Latino origin  Janson                      0.372
2363 Not Hispanic or Latino origin  Janson                      0.351
2364 Not Hispanic or Latino origin  Janson                      0.280
2365 Not Hispanic or Latino origin  Janson                      0.269
2366 Not Hispanic or Latino origin  Janson                      0.209
2367 Not Hispanic or Latino origin  Janson                      0.215
2368 Not Hispanic or Latino origin  Janson                      0.213
2369 Not Hispanic or Latino origin  Janson                      0.830
2370 Not Hispanic or Latino origin  Janson                      0.844
2371 Not Hispanic or Latino origin  Janson                      0.358
2372 Not Hispanic or Latino origin  Janson                      0.334
2373 Not Hispanic or Latino origin  Janson                      0.317
2374 Not Hispanic or Latino origin  Janson                      0.387
2375 Not Hispanic or Latino origin  Janson                      0.592
2376 Not Hispanic or Latino origin  Janson                      0.261
2377 Not Hispanic or Latino origin  Janson                      0.260
2378 Not Hispanic or Latino origin  Janson                      0.308
2379 Not Hispanic or Latino origin  Janson                      0.358
2380 Not Hispanic or Latino origin  Janson                      0.412
2381 Not Hispanic or Latino origin  Janson                      0.395
2382 Not Hispanic or Latino origin  Janson                      0.381
2383 Not Hispanic or Latino origin  Janson                      0.365
2384 Not Hispanic or Latino origin  Janson                      0.554
2385 Not Hispanic or Latino origin  Janson                      1.057
2386 Not Hispanic or Latino origin  Janson                      1.051
2387 Not Hispanic or Latino origin  Janson                      1.079
2388 Not Hispanic or Latino origin  Janson                      1.026
2389 Not Hispanic or Latino origin  Janson                      0.354
2390 Not Hispanic or Latino origin  Janson                      0.325
2391 Not Hispanic or Latino origin  Janson                      0.314
2392 Not Hispanic or Latino origin  Janson                      1.008
2393 Not Hispanic or Latino origin  Janson                      1.003
2394 Not Hispanic or Latino origin  Janson                      1.066
2395 Not Hispanic or Latino origin  Janson                      1.198
2396 Not Hispanic or Latino origin  Janson                      0.937
2397 Not Hispanic or Latino origin  Janson                      1.315
2398 Not Hispanic or Latino origin  Janson                      1.116
2399 Not Hispanic or Latino origin  Janson                      1.030
2400 Not Hispanic or Latino origin  Janson                      1.043
2401 Not Hispanic or Latino origin  Janson                      0.235
2402 Not Hispanic or Latino origin  Janson                      0.251
2403 Not Hispanic or Latino origin  Janson                      0.259
2404 Not Hispanic or Latino origin  Janson                      0.264
2405 Not Hispanic or Latino origin  Janson                      0.397
2406 Not Hispanic or Latino origin  Janson                      0.410
2407 Not Hispanic or Latino origin  Janson                      0.245
2408 Not Hispanic or Latino origin  Janson                      0.248
2409 Not Hispanic or Latino origin  Janson                      0.246
2410 Not Hispanic or Latino origin  Janson                      0.291
2411 Not Hispanic or Latino origin  Janson                      0.380
2412 Not Hispanic or Latino origin  Janson                      0.460
2413 Not Hispanic or Latino origin  Janson                      0.224
2414 Not Hispanic or Latino origin  Janson                      0.223
2415 Not Hispanic or Latino origin  Janson                      0.711
2416 Not Hispanic or Latino origin  Janson                      0.722
2417 Not Hispanic or Latino origin  Janson                      0.257
2418 Not Hispanic or Latino origin  Janson                      0.291
2419 Not Hispanic or Latino origin  Janson                      0.281
2420 Not Hispanic or Latino origin  Janson                      0.299
2421 Not Hispanic or Latino origin  Janson                      0.393
2422 Not Hispanic or Latino origin  Janson                      0.479
2423 Not Hispanic or Latino origin  Janson                      0.707
2424 Not Hispanic or Latino origin  Janson                      0.197
2425 Not Hispanic or Latino origin  Janson                      0.424
2426 Not Hispanic or Latino origin  Janson                      0.565
2427 Not Hispanic or Latino origin  Janson                      0.245
2428 Not Hispanic or Latino origin  Janson                      0.238
2429 Not Hispanic or Latino origin  Janson                      0.228
2430 Not Hispanic or Latino origin  Janson                      0.238
2431 Not Hispanic or Latino origin  Janson                      0.399
2432 Not Hispanic or Latino origin  Janson                      0.415
2433 Not Hispanic or Latino origin  Janson                      0.907
2434 Not Hispanic or Latino origin  Janson                      0.902
2435 Not Hispanic or Latino origin  Janson                      0.947
2436 Not Hispanic or Latino origin  Janson                      0.925
2437 Not Hispanic or Latino origin  Janson                      0.970
2438 Not Hispanic or Latino origin  Janson                      1.098
2439 Not Hispanic or Latino origin  Janson                      1.138
2440 Not Hispanic or Latino origin  Janson                      1.253
2441 Not Hispanic or Latino origin  Janson                      1.197
2442 Not Hispanic or Latino origin  Janson                      0.452
2443 Not Hispanic or Latino origin  Janson                      0.736
2444 Not Hispanic or Latino origin  Janson                      0.288
2445 Not Hispanic or Latino origin  Janson                      0.272
2446 Not Hispanic or Latino origin  Janson                      0.278
2447 Not Hispanic or Latino origin  Janson                      0.310
2448 Not Hispanic or Latino origin  Janson                      0.297
2449 Not Hispanic or Latino origin  Janson                      0.271
2450 Not Hispanic or Latino origin  Janson                      0.370
2451 Not Hispanic or Latino origin  Janson                      0.353
2452 Not Hispanic or Latino origin  Janson                      0.913
2453 Not Hispanic or Latino origin  Janson                      0.940
2454 Not Hispanic or Latino origin  Janson                      0.183
2455 Not Hispanic or Latino origin  Janson                      0.176
2456 Not Hispanic or Latino origin  Janson                      0.164
2457 Not Hispanic or Latino origin  Janson                      0.168
2458 Not Hispanic or Latino origin  Janson                      0.481
2459 Not Hispanic or Latino origin  Janson                      0.472
2460 Not Hispanic or Latino origin  Janson                      0.445
2461 Not Hispanic or Latino origin  Janson                      0.446
2462 Not Hispanic or Latino origin  Janson                      0.386
2463 Not Hispanic or Latino origin  Janson                      0.504
2464 Not Hispanic or Latino origin  Janson                      0.344
2465 Not Hispanic or Latino origin  Janson                      0.337
2466 Not Hispanic or Latino origin  Janson                      0.233
2467 Not Hispanic or Latino origin  Janson                      0.232
2468 Not Hispanic or Latino origin  Janson                      0.837
2469 Not Hispanic or Latino origin  Janson                      0.836
2470 Not Hispanic or Latino origin  Janson                      0.647
2471 Not Hispanic or Latino origin  Janson                      0.830
2472 Not Hispanic or Latino origin  Janson                      1.092
2473 Not Hispanic or Latino origin  Janson                      0.821
2474 Not Hispanic or Latino origin  Janson                      0.648
2475 Not Hispanic or Latino origin  Janson                      0.499
2476 Not Hispanic or Latino origin  Janson                      1.224
2477 Not Hispanic or Latino origin  Janson                      1.217
2478 Not Hispanic or Latino origin  Janson                      1.265
2479 Not Hispanic or Latino origin  Janson                      1.321
2480 Not Hispanic or Latino origin  Janson                      0.798
2481 Not Hispanic or Latino origin  Janson                      1.305
2482 Not Hispanic or Latino origin  Janson                      1.435
2483 Not Hispanic or Latino origin  Janson                      1.289
2484 Not Hispanic or Latino origin  Janson                      1.469
2485 Not Hispanic or Latino origin  Janson                      0.657
2486 Not Hispanic or Latino origin  Janson                      0.653
2487 Not Hispanic or Latino origin  Janson                      0.622
2488 Not Hispanic or Latino origin  Janson                      0.635
2489 Not Hispanic or Latino origin  Janson                      0.433
2490 Not Hispanic or Latino origin  Janson                      0.420
2491 Not Hispanic or Latino origin  Janson                      0.339
2492 Not Hispanic or Latino origin  Janson                      0.366
2493 Not Hispanic or Latino origin  Janson                      0.405
2494 Not Hispanic or Latino origin  Janson                      0.266
2495 Not Hispanic or Latino origin  Janson                      0.264
2496 Not Hispanic or Latino origin  Janson                      0.315
2497 Not Hispanic or Latino origin  Janson                      0.367
2498 Not Hispanic or Latino origin  Janson                      0.390
2499 Not Hispanic or Latino origin  Janson                      0.379
2500 Not Hispanic or Latino origin  Janson                      0.366
2501 Not Hispanic or Latino origin  Janson                      1.135
2502 Not Hispanic or Latino origin  Janson                      1.051
2503 Not Hispanic or Latino origin  Janson                      0.213
2504 Not Hispanic or Latino origin  Janson                      0.265
2505 Not Hispanic or Latino origin  Janson                      0.254
2506 Not Hispanic or Latino origin  Janson                      0.245
2507 Not Hispanic or Latino origin  Janson                      0.239
2508 Not Hispanic or Latino origin  Janson                      0.273
2509 Not Hispanic or Latino origin  Janson                      0.179
2510 Not Hispanic or Latino origin  Janson                      0.178
2511 Not Hispanic or Latino origin  Janson                      0.166
2512 Not Hispanic or Latino origin  Janson                      0.138
2513 Not Hispanic or Latino origin  Janson                      0.247
2514 Not Hispanic or Latino origin  Janson                      0.199
2515 Not Hispanic or Latino origin  Janson                      0.223
2516 Not Hispanic or Latino origin  Janson                      0.224
2517 Not Hispanic or Latino origin  Janson                      0.745
2518 Not Hispanic or Latino origin  Janson                      0.741
2519 Not Hispanic or Latino origin  Janson                      0.880
2520 Not Hispanic or Latino origin  Janson                      0.952
2521 Not Hispanic or Latino origin  Janson                      1.024
2522 Not Hispanic or Latino origin  Janson                      0.960
2523 Not Hispanic or Latino origin  Janson                      0.794
2524 Not Hispanic or Latino origin  Janson                      0.665
2525 Not Hispanic or Latino origin  Janson                      0.702
2526 Not Hispanic or Latino origin  Janson                      0.458
2527 Not Hispanic or Latino origin  Janson                      0.455
2528 Not Hispanic or Latino origin  Janson                      0.533
2529 Not Hispanic or Latino origin  Janson                      0.536
2530 Not Hispanic or Latino origin  Janson                      0.576
2531 Not Hispanic or Latino origin  Janson                      0.562
2532 Not Hispanic or Latino origin  Janson                      0.534
2533 Not Hispanic or Latino origin  Janson                      0.607
2534 Not Hispanic or Latino origin  Janson                      0.609
2535 Not Hispanic or Latino origin  Janson                      0.189
2536 Not Hispanic or Latino origin  Janson                      0.183
2537 Not Hispanic or Latino origin  Janson                      0.453
2538 Not Hispanic or Latino origin  Janson                      0.514
2539 Not Hispanic or Latino origin  Janson                      0.263
2540 Not Hispanic or Latino origin  Janson                      0.262
2541 Not Hispanic or Latino origin  Janson                      0.256
2542 Not Hispanic or Latino origin  Janson                      0.242
2543 Not Hispanic or Latino origin  Janson                      0.373
2544 Not Hispanic or Latino origin  Janson                      0.378
2545 Not Hispanic or Latino origin  Janson                      0.828
2546 Not Hispanic or Latino origin  Janson                      0.823
2547 Not Hispanic or Latino origin  Janson                      0.821
2548 Not Hispanic or Latino origin  Janson                      0.818
2549 Not Hispanic or Latino origin  Janson                      1.225
2550 Not Hispanic or Latino origin  Janson                      1.216
2551 Not Hispanic or Latino origin  Janson                      1.261
2552 Not Hispanic or Latino origin  Janson                      1.908
2553 Not Hispanic or Latino origin  Janson                      1.873
2554 Not Hispanic or Latino origin  Janson                      0.544
2555 Not Hispanic or Latino origin  Janson                      0.541
2556 Not Hispanic or Latino origin  Janson                      1.085
2557 Not Hispanic or Latino origin  Janson                      1.148
2558 Not Hispanic or Latino origin  Janson                      0.624
2559 Not Hispanic or Latino origin  Janson                      0.937
2560 Not Hispanic or Latino origin  Janson                      0.497
2561 Not Hispanic or Latino origin  Janson                      1.303
2562 Not Hispanic or Latino origin  Janson                      1.327
2563 Not Hispanic or Latino origin  Janson                      0.201
2564 Not Hispanic or Latino origin  Janson                      0.200
2565 Not Hispanic or Latino origin  Janson                      0.232
2566 Not Hispanic or Latino origin  Janson                      0.308
2567 Not Hispanic or Latino origin  Janson                      0.271
2568 Not Hispanic or Latino origin  Janson                      0.424
2569 Not Hispanic or Latino origin  Janson                      0.379
2570 Not Hispanic or Latino origin  Janson                      0.440
2571 Not Hispanic or Latino origin  Janson                      0.504
2572 Not Hispanic or Latino origin  Janson                      0.353
2573 Not Hispanic or Latino origin  Janson                      0.339
2574 Not Hispanic or Latino origin  Janson                      0.336
2575 Not Hispanic or Latino origin  Janson                      0.270
2576 Not Hispanic or Latino origin  Janson                      0.659
2577 Not Hispanic or Latino origin  Janson                      0.693
2578 Not Hispanic or Latino origin  Janson                      0.694
2579 Not Hispanic or Latino origin  Janson                      0.365
2580 Not Hispanic or Latino origin  Janson                      0.359
2581 Not Hispanic or Latino origin  Janson                      0.324
2582 Not Hispanic or Latino origin  Janson                      0.464
2583 Not Hispanic or Latino origin  Janson                      0.530
2584 Not Hispanic or Latino origin  Janson                      0.239
2585 Not Hispanic or Latino origin  Janson                      0.274
2586 Not Hispanic or Latino origin  Janson                      0.301
2587 Not Hispanic or Latino origin  Janson                      0.220
2588 Not Hispanic or Latino origin  Janson                      0.672
2589 Not Hispanic or Latino origin  Janson                      0.725
2590 Not Hispanic or Latino origin  Janson                      0.605
2591 Not Hispanic or Latino origin  Janson                      0.602
2592 Not Hispanic or Latino origin  Janson                      1.381
2593 Not Hispanic or Latino origin  Janson                      1.224
2594 Not Hispanic or Latino origin  Janson                      0.992
2595 Not Hispanic or Latino origin  Janson                      0.984
2596 Not Hispanic or Latino origin  Janson                      1.290
2597 Not Hispanic or Latino origin  Janson                      1.668
2598 Not Hispanic or Latino origin  Janson                      2.086
2599 Not Hispanic or Latino origin  Janson                      0.232
2600 Not Hispanic or Latino origin  Janson                      0.231
2601 Not Hispanic or Latino origin  Janson                      0.270
2602 Not Hispanic or Latino origin  Janson                      0.259
2603 Not Hispanic or Latino origin  Janson                      0.277
2604 Not Hispanic or Latino origin  Janson                      0.760
2605 Not Hispanic or Latino origin  Janson                      0.737
2606 Not Hispanic or Latino origin  Janson                      0.658
2607 Not Hispanic or Latino origin  Janson                      1.046
2608 Not Hispanic or Latino origin  Janson                      0.331
2609 Not Hispanic or Latino origin  Janson                      0.329
2610 Not Hispanic or Latino origin  Janson                      0.385
2611 Not Hispanic or Latino origin  Janson                      0.390
2612 Not Hispanic or Latino origin  Janson                      0.395
2613 Not Hispanic or Latino origin  Janson                      0.363
2614 Not Hispanic or Latino origin  Janson                      0.377
2615 Not Hispanic or Latino origin  Janson                      0.896
2616 Not Hispanic or Latino origin  Janson                      0.936
2617 Not Hispanic or Latino origin  Janson                      1.184
2618 Not Hispanic or Latino origin  Janson                      0.532
2619 Not Hispanic or Latino origin  Janson                      0.486
2620 Not Hispanic or Latino origin  Janson                      0.451
2621 Not Hispanic or Latino origin  Janson                      0.421
2622 Not Hispanic or Latino origin  Janson                      0.389
2623 Not Hispanic or Latino origin  Janson                      0.441
2624 Not Hispanic or Latino origin  Janson                      0.284
2625 Not Hispanic or Latino origin  Janson                      0.183
2626 Not Hispanic or Latino origin  Janson                      0.182
2627 Not Hispanic or Latino origin  Janson                      0.247
2628 Not Hispanic or Latino origin  Janson                      0.231
2629 Not Hispanic or Latino origin  Janson                      0.812
2630 Not Hispanic or Latino origin  Janson                      0.802
2631 Not Hispanic or Latino origin  Janson                      0.784
2632 Not Hispanic or Latino origin  Janson                      0.433
2633 Not Hispanic or Latino origin  Janson                      0.438
2634 Not Hispanic or Latino origin  Janson                      0.442
2635 Not Hispanic or Latino origin  Janson                      0.545
2636 Not Hispanic or Latino origin  Janson                      0.420
2637 Not Hispanic or Latino origin  Janson                      0.401
2638 Not Hispanic or Latino origin  Janson                      0.273
2639 Not Hispanic or Latino origin  Janson                      0.261
2640 Not Hispanic or Latino origin  Janson                      0.251
2641 Not Hispanic or Latino origin  Janson                      0.261
2642     Hispanic or Latino origin  Janson                      0.170
2643     Hispanic or Latino origin  Janson                      0.169
2644     Hispanic or Latino origin  Janson                      0.851
2645     Hispanic or Latino origin  Janson                      0.873
2646     Hispanic or Latino origin  Janson                      0.377
2647     Hispanic or Latino origin  Janson                      0.361
2648     Hispanic or Latino origin  Janson                      0.207
2649     Hispanic or Latino origin  Janson                      0.351
2650     Hispanic or Latino origin  Janson                      0.383
2651 Not Hispanic or Latino origin  Janson                      0.305
2652 Not Hispanic or Latino origin  Janson                      0.309
2653 Not Hispanic or Latino origin  Janson                      0.296
2654 Not Hispanic or Latino origin  Janson                      0.271
2655 Not Hispanic or Latino origin  Janson                      0.539
2656 Not Hispanic or Latino origin  Janson                      0.335
2657 Not Hispanic or Latino origin  Janson                      0.574
2658 Not Hispanic or Latino origin  Janson                      0.571
2659 Not Hispanic or Latino origin  Janson                      0.629
2660 Not Hispanic or Latino origin  Janson                      0.494
2661 Not Hispanic or Latino origin  Janson                      0.641
2662 Not Hispanic or Latino origin  Janson                      1.229
2663 Not Hispanic or Latino origin  Janson                      1.008
2664 Not Hispanic or Latino origin  Janson                      1.376
2665 Not Hispanic or Latino origin  Janson                      0.831
2666 Not Hispanic or Latino origin  Janson                      0.356
2667 Not Hispanic or Latino origin  Janson                      0.317
2668 Not Hispanic or Latino origin  Janson                      0.305
2669 Not Hispanic or Latino origin  Janson                      0.396
2670 Not Hispanic or Latino origin  Janson                      0.237
2671 Not Hispanic or Latino origin  Janson                      0.244
2672 Not Hispanic or Latino origin  Janson                      0.230
2673 Not Hispanic or Latino origin  Janson                      0.222
2674 Not Hispanic or Latino origin  Janson                      0.237
2675 Not Hispanic or Latino origin  Janson                      0.282
2676 Not Hispanic or Latino origin  Janson                      0.403
2677 Not Hispanic or Latino origin  Janson                      0.563
2678 Not Hispanic or Latino origin  Janson                      0.455
2679 Not Hispanic or Latino origin  Janson                      0.453
2680 Not Hispanic or Latino origin  Janson                      0.475
2681 Not Hispanic or Latino origin  Janson                      0.476
2682 Not Hispanic or Latino origin  Janson                      0.562
2683 Not Hispanic or Latino origin  Janson                      0.529
2684 Not Hispanic or Latino origin  Janson                      0.834
2685 Not Hispanic or Latino origin  Janson                      0.324
2686 Not Hispanic or Latino origin  Janson                      0.240
2687     Hispanic or Latino origin  Janson                      0.208
2688     Hispanic or Latino origin  Janson                      0.206
2689     Hispanic or Latino origin  Janson                      0.382
2690     Hispanic or Latino origin  Janson                      0.348
2691     Hispanic or Latino origin  Janson                      0.349
2692     Hispanic or Latino origin  Janson                      0.304
2693     Hispanic or Latino origin  Janson                      0.304
2694 Not Hispanic or Latino origin  Janson                      0.265
2695 Not Hispanic or Latino origin  Janson                      0.323
2696 Not Hispanic or Latino origin  Janson                      0.355
2697 Not Hispanic or Latino origin  Janson                      0.338
2698 Not Hispanic or Latino origin  Janson                      0.953
2699 Not Hispanic or Latino origin  Janson                      0.947
2700 Not Hispanic or Latino origin  Janson                      1.007
2701 Not Hispanic or Latino origin  Janson                      0.933
2702 Not Hispanic or Latino origin  Janson                      0.634
2703 Not Hispanic or Latino origin  Janson                      0.975
2704 Not Hispanic or Latino origin  Janson                      0.951
2705 Not Hispanic or Latino origin  Janson                      1.312
2706 Not Hispanic or Latino origin  Janson                      1.408
2707 Not Hispanic or Latino origin  Janson                      0.172
2708 Not Hispanic or Latino origin  Janson                      0.199
2709 Not Hispanic or Latino origin  Janson                      0.181
2710 Not Hispanic or Latino origin  Janson                      0.256
2711 Not Hispanic or Latino origin  Janson                      0.201
2712 Not Hispanic or Latino origin  Janson                      0.200
2713 Not Hispanic or Latino origin  Janson                      0.676
2714 Not Hispanic or Latino origin  Janson                      0.630
2715 Not Hispanic or Latino origin  Janson                      0.258
2716 Not Hispanic or Latino origin  Janson                      0.393
2717 Not Hispanic or Latino origin  Janson                      0.380
2718 Not Hispanic or Latino origin  Janson                      0.761
2719 Not Hispanic or Latino origin  Janson                      1.016
2720 Not Hispanic or Latino origin  Janson                      0.847
2721 Not Hispanic or Latino origin  Janson                      0.540
2722 Not Hispanic or Latino origin  Janson                      0.164
2723 Not Hispanic or Latino origin  Janson                      0.234
2724 Not Hispanic or Latino origin  Janson                      0.230
2725 Not Hispanic or Latino origin  Janson                      0.212
2726 Not Hispanic or Latino origin  Janson                      0.552
2727 Not Hispanic or Latino origin  Janson                      0.538
2728 Not Hispanic or Latino origin  Janson                      0.531
2729 Not Hispanic or Latino origin  Janson                      0.828
2730 Not Hispanic or Latino origin  Janson                      0.308
2731 Not Hispanic or Latino origin  Janson                      0.286
2732 Not Hispanic or Latino origin  Janson                      0.209
2733 Not Hispanic or Latino origin  Janson                      0.206
2734 Not Hispanic or Latino origin  Janson                      0.215
2735 Not Hispanic or Latino origin  Janson                      0.339
2736 Not Hispanic or Latino origin  Janson                      0.350
2737 Not Hispanic or Latino origin  Janson                      0.397
2738 Not Hispanic or Latino origin  Janson                      0.384
2739 Not Hispanic or Latino origin  Janson                      0.467
2740 Not Hispanic or Latino origin  Janson                      0.603
2741 Not Hispanic or Latino origin  Janson                      0.578
2742 Not Hispanic or Latino origin  Janson                      0.300
2743 Not Hispanic or Latino origin  Janson                      0.514
2744 Not Hispanic or Latino origin  Janson                      0.589
2745 Not Hispanic or Latino origin  Janson                      0.215
2746 Not Hispanic or Latino origin  Janson                      0.257
2747 Not Hispanic or Latino origin  Janson                      0.754
2748 Not Hispanic or Latino origin  Janson                      0.780
2749 Not Hispanic or Latino origin  Janson                      0.304
2750 Not Hispanic or Latino origin  Janson                      0.197
2751 Not Hispanic or Latino origin  Janson                      0.282
2752 Not Hispanic or Latino origin  Janson                      0.286
2753 Not Hispanic or Latino origin  Janson                      0.263
2754 Not Hispanic or Latino origin  Janson                      0.247
2755 Not Hispanic or Latino origin  Janson                      0.212
2756 Not Hispanic or Latino origin  Janson                      0.231
2757 Not Hispanic or Latino origin  Janson                      0.217
2758 Not Hispanic or Latino origin  Janson                      0.214
2759 Not Hispanic or Latino origin  Janson                      0.326
2760 Not Hispanic or Latino origin  Janson                      0.276
2761 Not Hispanic or Latino origin  Janson                      0.258
2762 Not Hispanic or Latino origin  Janson                      0.239
2763 Not Hispanic or Latino origin  Janson                      0.431
2764 Not Hispanic or Latino origin  Janson                      0.255
2765 Not Hispanic or Latino origin  Janson                      0.785
2766 Not Hispanic or Latino origin  Janson                      0.534
2767 Not Hispanic or Latino origin  Janson                      0.483
2768 Not Hispanic or Latino origin  Janson                      0.392
2769 Not Hispanic or Latino origin  Janson                      0.447
2770 Not Hispanic or Latino origin  Janson                      0.160
2771 Not Hispanic or Latino origin  Janson                      0.157
2772 Not Hispanic or Latino origin  Janson                      0.151
2773 Not Hispanic or Latino origin  Janson                      0.247
2774 Not Hispanic or Latino origin  Janson                      0.225
2775 Not Hispanic or Latino origin  Janson                      0.221
2776 Not Hispanic or Latino origin  Janson                      0.199
2777 Not Hispanic or Latino origin  Janson                      0.201
2778 Not Hispanic or Latino origin  Janson                      0.733
2779 Not Hispanic or Latino origin  Janson                      0.723
2780     Hispanic or Latino origin  Janson                      0.309
2781     Hispanic or Latino origin  Janson                      0.322
2782 Not Hispanic or Latino origin  Janson                      0.187
2783 Not Hispanic or Latino origin  Janson                      0.186
2784 Not Hispanic or Latino origin  Janson                      0.804
2785 Not Hispanic or Latino origin  Janson                      0.823
2786 Not Hispanic or Latino origin  Janson                      0.208
2787 Not Hispanic or Latino origin  Janson                      0.195
2788 Not Hispanic or Latino origin  Janson                      0.259
2789 Not Hispanic or Latino origin  Janson                      0.413
2790 Not Hispanic or Latino origin  Janson                      0.483
2791 Not Hispanic or Latino origin  Janson                      0.141
2792 Not Hispanic or Latino origin  Janson                      0.249
2793 Not Hispanic or Latino origin  Janson                      0.791
2794 Not Hispanic or Latino origin  Janson                      0.661
2795 Not Hispanic or Latino origin  Janson                      0.538
2796 Not Hispanic or Latino origin  Janson                      0.571
2797 Not Hispanic or Latino origin  Janson                      0.625
2798 Not Hispanic or Latino origin  Janson                      0.567
2799 Not Hispanic or Latino origin  Janson                      1.331
2800 Not Hispanic or Latino origin  Janson                      1.372
2801 Not Hispanic or Latino origin  Janson                      0.311
2802 Not Hispanic or Latino origin  Janson                      0.310
2803 Not Hispanic or Latino origin  Janson                      0.286
2804 Not Hispanic or Latino origin  Janson                      0.339
2805 Not Hispanic or Latino origin  Janson                      0.244
2806 Not Hispanic or Latino origin  Janson                      0.322
2807 Not Hispanic or Latino origin  Janson                      0.893
2808 Not Hispanic or Latino origin  Janson                      0.911
2809 Not Hispanic or Latino origin  Janson                      0.309
2810 Not Hispanic or Latino origin  Janson                      0.254
2811 Not Hispanic or Latino origin  Janson                      0.322
2812 Not Hispanic or Latino origin  Janson                      0.456
2813 Not Hispanic or Latino origin  Janson                      0.475
2814 Not Hispanic or Latino origin  Janson                      0.338
2815 Not Hispanic or Latino origin  Janson                      0.300
2816 Not Hispanic or Latino origin  Janson                      0.174
2817 Not Hispanic or Latino origin  Janson                      0.173
2818 Not Hispanic or Latino origin  Janson                      0.206
2819 Not Hispanic or Latino origin  Janson                      0.281
2820 Not Hispanic or Latino origin  Janson                      0.260
2821 Not Hispanic or Latino origin  Janson                      0.246
2822 Not Hispanic or Latino origin  Janson                      0.353
2823 Not Hispanic or Latino origin  Janson                      0.516
2824 Not Hispanic or Latino origin  Janson                      0.348
2825 Not Hispanic or Latino origin  Janson                      0.250
2826 Not Hispanic or Latino origin  Janson                      0.286
2827 Not Hispanic or Latino origin  Janson                      0.285
2828 Not Hispanic or Latino origin  Janson                      0.712
2829 Not Hispanic or Latino origin  Janson                      0.671
2830 Not Hispanic or Latino origin  Janson                      0.779
2831 Not Hispanic or Latino origin  Janson                      0.774
2832 Not Hispanic or Latino origin  Janson                      0.859
2833 Not Hispanic or Latino origin  Janson                      0.834
2834 Not Hispanic or Latino origin  Janson                      0.770
2835 Not Hispanic or Latino origin  Janson                      0.984
2836 Not Hispanic or Latino origin  Janson                      0.942
2837 Not Hispanic or Latino origin  Janson                      0.739
2838 Not Hispanic or Latino origin  Janson                      0.824
2839 Not Hispanic or Latino origin  Janson                      0.397
2840 Not Hispanic or Latino origin  Janson                      0.395
2841 Not Hispanic or Latino origin  Janson                      0.382
2842 Not Hispanic or Latino origin  Janson                      0.550
2843 Not Hispanic or Latino origin  Janson                      0.501
2844 Not Hispanic or Latino origin  Janson                      0.466
2845 Not Hispanic or Latino origin  Janson                      0.464
2846 Not Hispanic or Latino origin  Janson                      0.718
2847 Not Hispanic or Latino origin  Janson                      1.037
2848 Not Hispanic or Latino origin  Janson                      0.251
2849 Not Hispanic or Latino origin  Janson                      0.292
2850 Not Hispanic or Latino origin  Janson                      0.289
2851 Not Hispanic or Latino origin  Janson                      0.286
2852 Not Hispanic or Latino origin  Janson                      0.262
2853 Not Hispanic or Latino origin  Janson                      0.812
2854 Not Hispanic or Latino origin  Janson                      0.813
2855 Not Hispanic or Latino origin  Janson                      0.237
2856 Not Hispanic or Latino origin  Janson                      0.291
2857 Not Hispanic or Latino origin  Janson                      0.200
2858 Not Hispanic or Latino origin  Janson                      0.226
2859 Not Hispanic or Latino origin  Janson                      0.218
2860 Not Hispanic or Latino origin  Janson                      0.200
2861 Not Hispanic or Latino origin  Janson                      0.353
2862 Not Hispanic or Latino origin  Janson                      0.404
2863 Not Hispanic or Latino origin  Janson                      0.264
2864 Not Hispanic or Latino origin  Janson                      0.292
2865 Not Hispanic or Latino origin  Janson                      0.315
2866 Not Hispanic or Latino origin  Janson                      0.319
2867 Not Hispanic or Latino origin  Janson                      0.292
2868 Not Hispanic or Latino origin  Janson                      0.581
2869 Not Hispanic or Latino origin  Janson                      0.321
2870 Not Hispanic or Latino origin  Janson                      0.325
2871 Not Hispanic or Latino origin  Janson                      0.280
2872 Not Hispanic or Latino origin  Janson                      0.268
2873 Not Hispanic or Latino origin  Janson                      0.257
2874 Not Hispanic or Latino origin  Janson                      0.262
2875 Not Hispanic or Latino origin  Janson                      0.180
2876 Not Hispanic or Latino origin  Janson                      0.179
2877 Not Hispanic or Latino origin  Janson                      0.198
2878 Not Hispanic or Latino origin  Janson                      0.189
2879 Not Hispanic or Latino origin  Janson                      0.205
2880 Not Hispanic or Latino origin  Janson                      0.615
2881 Not Hispanic or Latino origin  Janson                      0.657
2882 Not Hispanic or Latino origin  Janson                      0.450
2883 Not Hispanic or Latino origin  Janson                      0.643
2884 Not Hispanic or Latino origin  Janson                      0.283
2885 Not Hispanic or Latino origin  Janson                      0.308
2886     Hispanic or Latino origin  Janson                      2.804
2887     Hispanic or Latino origin  Janson                      2.788
2888     Hispanic or Latino origin  Janson                      3.064
2889     Hispanic or Latino origin  Janson                      3.000
2890     Hispanic or Latino origin  Janson                      3.595
2891     Hispanic or Latino origin  Janson                      3.453
2892     Hispanic or Latino origin  Janson                      3.797
2893     Hispanic or Latino origin  Janson                      3.500
2894     Hispanic or Latino origin  Janson                      3.431
2895 Not Hispanic or Latino origin  Janson                      1.866
2896 Not Hispanic or Latino origin  Janson                      1.855
2897 Not Hispanic or Latino origin  Janson                      1.966
2898 Not Hispanic or Latino origin  Janson                      2.022
2899 Not Hispanic or Latino origin  Janson                      1.616
2900 Not Hispanic or Latino origin  Janson                      1.988
2901 Not Hispanic or Latino origin  Janson                      1.937
2902 Not Hispanic or Latino origin  Janson                      1.581
2903 Not Hispanic or Latino origin  Janson                      1.758
2904 Not Hispanic or Latino origin  Janson                      1.165
2905 Not Hispanic or Latino origin  Janson                      1.158
2906 Not Hispanic or Latino origin  Janson                      1.192
2907 Not Hispanic or Latino origin  Janson                      1.251
2908 Not Hispanic or Latino origin  Janson                      0.867
2909 Not Hispanic or Latino origin  Janson                      1.294
2910 Not Hispanic or Latino origin  Janson                      0.835
2911 Not Hispanic or Latino origin  Janson                      1.176
2912 Not Hispanic or Latino origin  Janson                      1.297
2913 Not Hispanic or Latino origin  Janson                      0.615
2914 Not Hispanic or Latino origin  Janson                      0.631
2915 Not Hispanic or Latino origin  Janson                      0.621
2916 Not Hispanic or Latino origin  Janson                      0.203
2917 Not Hispanic or Latino origin  Janson                      1.100
2918 Not Hispanic or Latino origin  Janson                      1.093
2919 Not Hispanic or Latino origin  Janson                      1.119
2920 Not Hispanic or Latino origin  Janson                      1.135
2921 Not Hispanic or Latino origin  Janson                      0.667
2922 Not Hispanic or Latino origin  Janson                      0.704
2923 Not Hispanic or Latino origin  Janson                      0.761
2924 Not Hispanic or Latino origin  Janson                      0.392
2925 Not Hispanic or Latino origin  Janson                      0.435
2926 Not Hispanic or Latino origin  Janson                      0.361
2927 Not Hispanic or Latino origin  Janson                      0.335
2928 Not Hispanic or Latino origin  Janson                      0.281
2929 Not Hispanic or Latino origin  Janson                      0.264
2930 Not Hispanic or Latino origin  Janson                      0.242
2931 Not Hispanic or Latino origin  Janson                      0.348
2932 Not Hispanic or Latino origin  Janson                      0.427
2933 Not Hispanic or Latino origin  Janson                      0.245
2934 Not Hispanic or Latino origin  Janson                      0.248
2935 Not Hispanic or Latino origin  Janson                      0.243
2936 Not Hispanic or Latino origin  Janson                      0.217
2937 Not Hispanic or Latino origin  Janson                      0.412
2938 Not Hispanic or Latino origin  Janson                      0.417
2939 Not Hispanic or Latino origin  Janson                      0.429
2940 Not Hispanic or Latino origin  Janson                      0.406
2941 Not Hispanic or Latino origin  Janson                      0.411
2942 Not Hispanic or Latino origin  Janson                      0.396
2943 Not Hispanic or Latino origin  Janson                      0.365
2944 Not Hispanic or Latino origin  Janson                      0.338
2945 Not Hispanic or Latino origin  Janson                      0.297
2946 Not Hispanic or Latino origin  Janson                      0.454
2947 Not Hispanic or Latino origin  Janson                      0.435
2948 Not Hispanic or Latino origin  Janson                      0.420
2949 Not Hispanic or Latino origin  Janson                      0.559
2950 Not Hispanic or Latino origin  Janson                      0.415
2951 Not Hispanic or Latino origin  Janson                      0.916
2952 Not Hispanic or Latino origin  Janson                      0.910
2953 Not Hispanic or Latino origin  Janson                      0.901
2954 Not Hispanic or Latino origin  Janson                      0.847
2955 Not Hispanic or Latino origin  Janson                      0.457
2956 Not Hispanic or Latino origin  Janson                      0.548
2957 Not Hispanic or Latino origin  Janson                      0.988
2958 Not Hispanic or Latino origin  Janson                      0.481
2959 Not Hispanic or Latino origin  Janson                      0.492
2960 Not Hispanic or Latino origin  Janson                      0.290
2961 Not Hispanic or Latino origin  Janson                      0.354
2962 Not Hispanic or Latino origin  Janson                      0.327
2963 Not Hispanic or Latino origin  Janson                      0.301
2964 Not Hispanic or Latino origin  Janson                      0.210
2965 Not Hispanic or Latino origin  Janson                      0.264
2966 Not Hispanic or Latino origin  Janson                      0.242
2967 Not Hispanic or Latino origin  Janson                      0.184
2968 Not Hispanic or Latino origin  Janson                      0.251
2969 Not Hispanic or Latino origin  Janson                      0.785
2970 Not Hispanic or Latino origin  Janson                      0.797
2971 Not Hispanic or Latino origin  Janson                      0.314
2972 Not Hispanic or Latino origin  Janson                      0.267
2973 Not Hispanic or Latino origin  Janson                      0.258
2974 Not Hispanic or Latino origin  Janson                      0.265
2975 Not Hispanic or Latino origin  Janson                      0.263
2976 Not Hispanic or Latino origin  Janson                      0.276
2977 Not Hispanic or Latino origin  Janson                      0.289
2978 Not Hispanic or Latino origin  Janson                      0.318
2979 Not Hispanic or Latino origin  Janson                      0.228
2980 Not Hispanic or Latino origin  Janson                      0.266
2981 Not Hispanic or Latino origin  Janson                      0.226
2982 Not Hispanic or Latino origin  Janson                      0.220
2983 Not Hispanic or Latino origin  Janson                      0.215
2984 Not Hispanic or Latino origin  Janson                      0.198
2985 Not Hispanic or Latino origin  Janson                      0.274
2986 Not Hispanic or Latino origin  Janson                      0.256
2987 Not Hispanic or Latino origin  Janson                      0.346
2988 Not Hispanic or Latino origin  Janson                      0.433
2989 Not Hispanic or Latino origin  Janson                      0.183
2990 Not Hispanic or Latino origin  Janson                      0.185
2991 Not Hispanic or Latino origin  Janson                      0.173
2992 Not Hispanic or Latino origin  Janson                      0.503
2993 Not Hispanic or Latino origin  Janson                      0.398
2994 Not Hispanic or Latino origin  Janson                      0.373
2995 Not Hispanic or Latino origin  Janson                      0.352
2996 Not Hispanic or Latino origin  Janson                      0.446
2997 Not Hispanic or Latino origin  Janson                      0.577
2998 Not Hispanic or Latino origin  Janson                      0.142
2999 Not Hispanic or Latino origin  Janson                      0.148
3000 Not Hispanic or Latino origin  Janson                      0.128
3001 Not Hispanic or Latino origin  Janson                      0.129
3002 Not Hispanic or Latino origin  Janson                      0.353
3003 Not Hispanic or Latino origin  Janson                      0.330
3004 Not Hispanic or Latino origin  Janson                      0.460
3005 Not Hispanic or Latino origin  Janson                      0.577
3006 Not Hispanic or Latino origin  Janson                      0.371
3007 Not Hispanic or Latino origin  Janson                      0.331
3008 Not Hispanic or Latino origin  Janson                      0.309
3009 Not Hispanic or Latino origin  Janson                      0.315
3010 Not Hispanic or Latino origin  Janson                      0.593
3011 Not Hispanic or Latino origin  Janson                      0.638
3012 Not Hispanic or Latino origin  Janson                      0.377
3013 Not Hispanic or Latino origin  Janson                      0.392
3014 Not Hispanic or Latino origin  Janson                      0.414
3015 Not Hispanic or Latino origin  Janson                      0.376
3016 Not Hispanic or Latino origin  Janson                      0.333
3017 Not Hispanic or Latino origin  Janson                      0.313
3018 Not Hispanic or Latino origin  Janson                      0.445
3019 Not Hispanic or Latino origin  Janson                      0.470
3020     Hispanic or Latino origin  Janson                      0.121
3021     Hispanic or Latino origin  Janson                      0.120
3022     Hispanic or Latino origin  Janson                      0.133
3023     Hispanic or Latino origin  Janson                      0.136
3024     Hispanic or Latino origin  Janson                      0.125
3025     Hispanic or Latino origin  Janson                      0.115
3026     Hispanic or Latino origin  Janson                      0.111
3027     Hispanic or Latino origin  Janson                      0.489
3028     Hispanic or Latino origin  Janson                      0.643
3029 Not Hispanic or Latino origin  Janson                      0.095
3030 Not Hispanic or Latino origin  Janson                      0.095
3031 Not Hispanic or Latino origin  Janson                      0.098
3032 Not Hispanic or Latino origin  Janson                      0.154
3033 Not Hispanic or Latino origin  Janson                      1.061
3034 Not Hispanic or Latino origin  Janson                      1.278
3035 Not Hispanic or Latino origin  Janson                      0.720
3036 Not Hispanic or Latino origin  Janson                      0.413
3037 Not Hispanic or Latino origin  Janson                      0.460
3038 Not Hispanic or Latino origin  Janson                      0.309
3039 Not Hispanic or Latino origin  Janson                      0.685
3040 Not Hispanic or Latino origin  Janson                      0.319
3041 Not Hispanic or Latino origin  Janson                      0.133
3042 Not Hispanic or Latino origin  Janson                      0.132
3043 Not Hispanic or Latino origin  Janson                      0.137
3044 Not Hispanic or Latino origin  Janson                      0.140
3045 Not Hispanic or Latino origin  Janson                      0.137
3046 Not Hispanic or Latino origin  Janson                      0.159
3047 Not Hispanic or Latino origin  Janson                      0.158
3048 Not Hispanic or Latino origin  Janson                      0.777
3049 Not Hispanic or Latino origin  Janson                      0.773
3050 Not Hispanic or Latino origin  Janson                      1.582
3051 Not Hispanic or Latino origin  Janson                      1.607
3052 Not Hispanic or Latino origin  Janson                      0.894
3053 Not Hispanic or Latino origin  Janson                      1.009
3054 Not Hispanic or Latino origin  Janson                      0.777
3055 Not Hispanic or Latino origin  Janson                      1.454
3056 Not Hispanic or Latino origin  Janson                      1.496
3057 Not Hispanic or Latino origin  Janson                      0.367
3058 Not Hispanic or Latino origin  Janson                      0.345
3059 Not Hispanic or Latino origin  Janson                      0.355
3060 Not Hispanic or Latino origin  Janson                      0.759
3061 Not Hispanic or Latino origin  Janson                      0.772
3062 Not Hispanic or Latino origin  Janson                      0.220
3063 Not Hispanic or Latino origin  Janson                      0.218
3064 Not Hispanic or Latino origin  Janson                      0.363
3065 Not Hispanic or Latino origin  Janson                      0.231
3066 Not Hispanic or Latino origin  Janson                      0.448
3067 Not Hispanic or Latino origin  Janson                      0.429
3068 Not Hispanic or Latino origin  Janson                      0.415
3069 Not Hispanic or Latino origin  Janson                      0.440
3070 Not Hispanic or Latino origin  Janson                      0.568
3071 Not Hispanic or Latino origin  Janson                      0.619
3072 Not Hispanic or Latino origin  Janson                      0.401
3073 Not Hispanic or Latino origin  Janson                      0.240
3074 Not Hispanic or Latino origin  Janson                      0.233
3075 Not Hispanic or Latino origin  Janson                      0.224
3076 Not Hispanic or Latino origin  Janson                      0.220
3077 Not Hispanic or Latino origin  Janson                      0.396
3078 Not Hispanic or Latino origin  Janson                      0.513
3079 Not Hispanic or Latino origin  Janson                      0.261
3080 Not Hispanic or Latino origin  Janson                      0.331
3081 Not Hispanic or Latino origin  Janson                      0.263
3082 Not Hispanic or Latino origin  Janson                      0.227
3083 Not Hispanic or Latino origin  Janson                      0.421
3084 Not Hispanic or Latino origin  Janson                      0.551
3085 Not Hispanic or Latino origin  Janson                      0.247
3086 Not Hispanic or Latino origin  Janson                      0.290
3087 Not Hispanic or Latino origin  Janson                      0.312
3088 Not Hispanic or Latino origin  Janson                      0.328
3089 Not Hispanic or Latino origin  Janson                      0.351
3090 Not Hispanic or Latino origin  Janson                      0.276
3091 Not Hispanic or Latino origin  Janson                      1.545
3092 Not Hispanic or Latino origin  Janson                      1.536
3093 Not Hispanic or Latino origin  Janson                      1.795
3094 Not Hispanic or Latino origin  Janson                      1.633
3095 Not Hispanic or Latino origin  Janson                      0.966
3096 Not Hispanic or Latino origin  Janson                      0.944
3097 Not Hispanic or Latino origin  Janson                      0.929
3098 Not Hispanic or Latino origin  Janson                      2.160
3099 Not Hispanic or Latino origin  Janson                      1.376
3100 Not Hispanic or Latino origin  Janson                      0.270
3101 Not Hispanic or Latino origin  Janson                      0.273
3102 Not Hispanic or Latino origin  Janson                      0.255
3103 Not Hispanic or Latino origin  Janson                      0.242
3104 Not Hispanic or Latino origin  Janson                      0.252
3105 Not Hispanic or Latino origin  Janson                      0.209
3106 Not Hispanic or Latino origin  Janson                      0.149
3107 Not Hispanic or Latino origin  Janson                      0.180
3108 Not Hispanic or Latino origin  Janson                      0.200
3109 Not Hispanic or Latino origin  Janson                      0.202
3110 Not Hispanic or Latino origin  Janson                      0.194
3111 Not Hispanic or Latino origin  Janson                      0.951
3112 Not Hispanic or Latino origin  Janson                      0.945
3113 Not Hispanic or Latino origin  Janson                      1.000
3114 Not Hispanic or Latino origin  Janson                      1.026
3115 Not Hispanic or Latino origin  Janson                      0.653
3116 Not Hispanic or Latino origin  Janson                      1.119
3117 Not Hispanic or Latino origin  Janson                      1.143
3118 Not Hispanic or Latino origin  Janson                      0.540
3119 Not Hispanic or Latino origin  Janson                      0.863
3120 Not Hispanic or Latino origin  Janson                      0.131
3121 Not Hispanic or Latino origin  Janson                      0.133
3122 Not Hispanic or Latino origin  Janson                      0.127
3123 Not Hispanic or Latino origin  Janson                      0.198
3124 Not Hispanic or Latino origin  Janson                      0.825
3125 Not Hispanic or Latino origin  Janson                      0.819
3126 Not Hispanic or Latino origin  Janson                      0.317
3127 Not Hispanic or Latino origin  Janson                      0.388
3128 Not Hispanic or Latino origin  Janson                      0.375
3129 Not Hispanic or Latino origin  Janson                      0.583
3130 Not Hispanic or Latino origin  Janson                      0.585
3131 Not Hispanic or Latino origin  Janson                      0.282
3132 Not Hispanic or Latino origin  Janson                      0.561
3133 Not Hispanic or Latino origin  Janson                      0.292
3134 Not Hispanic or Latino origin  Janson                      0.289
3135 Not Hispanic or Latino origin  Janson                      0.296
3136 Not Hispanic or Latino origin  Janson                      0.256
3137 Not Hispanic or Latino origin  Janson                      0.239
3138 Not Hispanic or Latino origin  Janson                      0.678
3139 Not Hispanic or Latino origin  Janson                      1.007
3140 Not Hispanic or Latino origin  Janson                      0.160
3141 Not Hispanic or Latino origin  Janson                      0.150
3142 Not Hispanic or Latino origin  Janson                      0.147
3143 Not Hispanic or Latino origin  Janson                      0.244
3144 Not Hispanic or Latino origin  Janson                      0.233
3145 Not Hispanic or Latino origin  Janson                      0.217
3146 Not Hispanic or Latino origin  Janson                      0.350
3147 Not Hispanic or Latino origin  Janson                      0.405
3148 Not Hispanic or Latino origin  Janson                      0.193
3149 Not Hispanic or Latino origin  Janson                      0.177
3150 Not Hispanic or Latino origin  Janson                      0.578
3151 Not Hispanic or Latino origin  Janson                      0.781
3152 Not Hispanic or Latino origin  Janson                      0.495
3153 Not Hispanic or Latino origin  Janson                      0.269
3154 Not Hispanic or Latino origin  Janson                      0.254
3155 Not Hispanic or Latino origin  Janson                      0.266
3156 Not Hispanic or Latino origin  Janson                      0.264
3157 Not Hispanic or Latino origin  Janson                      0.256
3158 Not Hispanic or Latino origin  Janson                      0.378
3159 Not Hispanic or Latino origin  Janson                      0.336
3160 Not Hispanic or Latino origin  Janson                      0.324
3161 Not Hispanic or Latino origin  Janson                      0.323
3162 Not Hispanic or Latino origin  Janson                      0.544
     artist_unique_id moma_count_to_year whitney_count_to_year artist_race_nwi
1                   2                  0                     0       Non-White
2                   2                  0                     0       Non-White
3                   2                  0                     0       Non-White
4                   2                  0                     0       Non-White
5                   2                  0                     0       Non-White
6                   2                  0                     0       Non-White
7                   2                  0                     0       Non-White
8                   2                  0                     0       Non-White
9                   4                  0                     0           White
10                  4                  0                     0           White
11                  4                  0                     0           White
12                  6                  0                     0           White
13                  6                  0                     0           White
14                  6                  0                     0           White
15                  6                  0                     0           White
16                  6                  0                     0           White
17                  6                  0                     0           White
18                  6                  0                     0           White
19                  6                  0                     0           White
20                  6                  0                     0           White
21                  7                  2                     0           White
22                  7                  2                     0           White
23                  7                  2                     0           White
24                  7                  2                     0           White
25                  7                  2                     0           White
26                  7                  2                     0           White
27                  8                  1                     0           White
28                  8                  1                     0           White
29                  8                  1                     0           White
30                  8                  1                     0           White
31                  8                  1                     0           White
32                  8                  1                     0           White
33                  8                  1                     0           White
34                 12                  0                     0           White
35                 14                  0                     0           White
36                 15                  2                     0           White
37                 15                  3                     0           White
38                 15                  4                     0           White
39                 15                  4                     0           White
40                 15                  4                     0           White
41                 15                  4                     1           White
42                 15                  4                     1           White
43                 15                  4                     1           White
44                 15                  4                     2           White
45                 16                  0                     0           White
46                 17                  3                     0           White
47                 18                  1                     0           White
48                 18                  1                     2           White
49                 18                  1                     2           White
50                 18                  1                     2           White
51                 18                  1                     3           White
52                 19                  0                     0       Non-White
53                 19                  0                     0       Non-White
54                 19                  0                     0       Non-White
55                 20                  8                     0           White
56                 20                 11                     0           White
57                 20                 12                     0           White
58                 20                 13                     0           White
59                 20                 14                     0           White
60                 20                 14                     0           White
61                 20                 14                     0           White
62                 20                 15                     0           White
63                 20                 16                     0           White
64                 20                 16                     0           White
65                 20                 16                     0           White
66                 20                 16                     0           White
67                 20                 16                     0           White
68                 23                  0                     0           White
69                 24                  2                     0           White
70                 24                  2                     0           White
71                 24                  2                     0           White
72                 25                  0                    19           White
73                 25                  0                    19           White
74                 25                  0                    19           White
75                 25                  0                    19           White
76                 26                  2                     2           White
77                 26                  4                     2           White
78                 26                  5                     2           White
79                 26                  6                     6           White
80                 26                  6                     9           White
81                 26                  7                    12           White
82                 26                  8                    13           White
83                 26                  8                    15           White
84                 27                  0                     0           White
85                 27                  0                     0           White
86                 27                  0                     0           White
87                 27                  0                     0           White
88                 27                  0                     0           White
89                 27                  0                     0           White
90                 27                  0                     0           White
91                 27                  0                     0           White
92                 27                  0                     0           White
93                 28                  0                     0           White
94                 28                  0                     0           White
95                 28                  0                     0           White
96                 28                  0                     0           White
97                 28                  0                     0           White
98                 28                  0                     0           White
99                 28                  0                     0           White
100                28                  0                     0           White
101                28                  0                     0           White
102                28                  0                     0           White
103                28                  0                     0           White
104                28                  0                     0           White
105                30                 28                     0           White
106                31                  0                     0           White
107                31                  0                     0           White
108                31                  0                     0           White
109                32                  2                     0           White
110                32                  2                     0           White
111                32                  2                     0           White
112                32                  2                     0           White
113                32                  2                     0           White
114                32                  2                     0           White
115                32                  2                     0           White
116                32                  2                     0           White
117                33                  0                     0           White
118                33                  0                     0           White
119                33                  0                     0           White
120                33                  0                     0           White
121                33                  0                     0           White
122                33                  0                     0           White
123                33                  0                     0           White
124                33                  0                     0           White
125                33                  0                     0           White
126                33                  0                     0           White
127                33                  0                     0           White
128                33                  0                     0           White
129                36                  0                     0           White
130                37                  9                    13           White
131                37                  9                    14           White
132                37                  9                    16           White
133                38                  0                     0           White
134                39                  3                     9           White
135                39                  3                    11           White
136                39                  3                    11           White
137                40                  2                     0           White
138                40                  2                     0           White
139                40                  2                     0           White
140                40                  2                     0           White
141                40                  2                     0           White
142                41                  0                     1           White
143                41                  0                     1           White
144                41                  0                     1           White
145                41                  0                     1           White
146                41                  0                     1           White
147                41                  0                     2           White
148                42                  3                     0           White
149                43                  0                     0           White
150                43                  0                     0           White
151                43                  0                     0           White
152                43                  1                     0           White
153                43                  1                     0           White
154                43                  1                     0           White
155                43                  1                     0           White
156                43                  1                     0           White
157                43                  1                     0           White
158                43                  1                     0           White
159                43                  1                     0           White
160                43                  1                     0           White
161                43                  1                     0           White
162                43                  1                     0           White
163                43                  1                     0           White
164                43                  1                     0           White
165                45                  2                     4           White
166                45                  2                     4           White
167                45                  2                     5           White
168                45                  2                     6           White
169                45                  2                     8           White
170                45                  2                    11           White
171                45                  2                    11           White
172                45                  2                    12           White
173                46                  2                     7           White
174                46                  2                     7           White
175                46                  2                     7           White
176                46                  2                     7           White
177                46                  2                     7           White
178                46                  2                    10           White
179                46                  2                    13           White
180                46                  2                    15           White
181                46                  2                    17           White
182                46                  2                    18           White
183                48                  3                    22           White
184                48                  4                    29           White
185                48                  4                    29           White
186                48                  4                    29           White
187                48                  4                    29           White
188                48                  4                    29           White
189                48                  4                    29           White
190                49                  0                     0           White
191                49                  0                     0           White
192                49                  0                     0           White
193                49                  0                     0           White
194                49                  0                     0           White
195                49                  0                     0           White
196                49                  0                     0           White
197                49                  0                     0           White
198                49                  0                     0           White
199                49                  0                     0           White
200                51                  2                     0           White
201                52                  0                     0           White
202                52                  0                     0           White
203                52                  0                     0           White
204                52                  0                     0           White
205                52                  0                     0           White
206                52                  0                     0           White
207                52                  0                     0           White
208                54                  0                     0           White
209                56                  0                     0           White
210                56                  0                     0           White
211                56                  0                     0           White
212                56                  0                     0           White
213                56                  0                     0           White
214                56                  0                     0           White
215                56                  0                     0           White
216                56                  0                     0           White
217                57                  3                     0           White
218                57                  3                     0           White
219                57                  3                     0           White
220                57                  3                     0           White
221                57                  3                     0           White
222                57                  3                     0           White
223                57                  3                     0           White
224                57                  4                     0           White
225                57                  4                     0           White
226                57                  4                     0           White
227                57                  4                     0           White
228                57                  4                     0           White
229                58                  2                     0           White
230                60                  1                     9       Non-White
231                60                  1                    10       Non-White
232                61                  0                     0           White
233                61                  0                     0           White
234                61                  0                     0           White
235                61                  0                     0           White
236                61                  0                     0           White
237                61                  0                     0           White
238                61                  0                     0           White
239                61                  0                     0           White
240                61                  0                     0           White
241                61                  0                     0           White
242                61                  0                     0           White
243                61                  0                     0           White
244                63                  5                     3           White
245                63                  5                     3           White
246                63                  5                     3           White
247                63                  5                     5           White
248                63                  5                     6           White
249                63                  5                     8           White
250                63                  5                    10           White
251                64                  3                     2           White
252                64                  6                    12           White
253                65                  2                    13           White
254                65                  3                    22           White
255                65                  3                    22           White
256                65                  3                    22           White
257                66                  0                     0           White
258                67                  0                     0       Non-White
259                67                  0                     0       Non-White
260                67                  0                     0       Non-White
261                67                  0                     0       Non-White
262                68                  5                     5           White
263                68                  6                     5           White
264                68                  7                     8           White
265                68                  7                    10           White
266                68                  7                    10           White
267                68                  7                    10           White
268                68                  7                    11           White
269                69                  1                     5           White
270                69                  2                     5           White
271                69                  2                     7           White
272                69                  2                     9           White
273                69                  3                    11           White
274                69                  3                    12           White
275                69                  3                    13           White
276                70                  0                     0           White
277                70                  0                     0           White
278                70                  1                     0           White
279                70                  2                     0           White
280                70                  2                     0           White
281                70                  2                     0           White
282                70                  2                     0           White
283                70                  2                     0           White
284                70                  2                     0           White
285                70                  2                     0           White
286                70                  2                     0           White
287                70                  2                     0           White
288                70                  2                     0           White
289                70                  2                     0           White
290                70                  2                     0           White
291                71                  0                     0       Non-White
292                71                  0                     0       Non-White
293                71                  0                     0       Non-White
294                71                  0                     0       Non-White
295                72                  0                     0           White
296                72                  0                     0           White
297                72                  0                     0           White
298                72                  0                     0           White
299                72                  0                     0           White
300                72                  0                     0           White
301                73                  1                     0           White
302                73                  1                     0           White
303                73                  1                     0           White
304                73                  1                     0           White
305                73                  1                     0           White
306                74                  0                     0           White
307                74                  0                     0           White
308                74                  0                     0           White
309                74                  0                     0           White
310                74                  0                     0           White
311                74                  0                     0           White
312                75                  7                     0           White
313                75                  7                     0           White
314                76                  2                     0           White
315               341                  7                     0           White
316                76                  2                     0           White
317               341                 11                     0           White
318                78                  0                     2           White
319                78                  0                     5           White
320                78                  0                     7           White
321                78                  0                    10           White
322                78                  0                    11           White
323                78                  0                    13           White
324                79                  0                     0           White
325                80                 19                     3           White
326                81                  2                     0           White
327                81                  3                     0           White
328                81                  3                     0           White
329                81                  4                     0           White
330                81                  4                     0           White
331                81                  4                     0           White
332                81                  5                     0           White
333                81                  5                     0           White
334                81                  5                     0           White
335                83                  4                     0           White
336                83                  4                     0           White
337                83                  4                     0           White
338                83                  4                     0           White
339                83                  4                     0           White
340                83                  4                     0           White
341                83                  4                     0           White
342                83                  4                     1           White
343                84                  2                     4           White
344                85                  1                     2           White
345                86                  0                     0           White
346                86                  0                     0           White
347                86                  0                     0           White
348                86                  0                     0           White
349                86                  0                     0           White
350                86                  0                     0           White
351                86                  0                     0           White
352                86                  0                     0           White
353                86                  0                     0           White
354                88                  0                     0           White
355                88                  0                     0           White
356                88                  0                     0           White
357                88                  0                     0           White
358                88                  0                     0           White
359                88                  0                     0           White
360                88                  0                     0           White
361                88                  0                     0           White
362                88                  0                     0           White
363                88                  0                     0           White
364                88                  0                     0           White
365                88                  0                     0           White
366                88                  0                     0           White
367                88                  0                     0           White
368                88                  0                     0           White
369                89                  0                     0           White
370                89                  0                     0           White
371                90                  0                     0           White
372                90                  0                     0           White
373                90                  0                     0           White
374                90                  0                     0           White
375                90                  0                     0           White
376                90                  0                     0           White
377                90                  0                     0           White
378                90                  0                     0           White
379                90                  0                     0           White
380                90                  0                     0           White
381                90                  0                     0           White
382                90                  0                     0           White
383                90                  0                     0           White
384                90                  0                     0           White
385                90                  0                     0           White
386                92                  3                     0           White
387                93                  3                     0           White
388                93                  5                     0           White
389                93                  6                     0           White
390                93                  6                     0           White
391                93                  6                     0           White
392                93                  6                     0           White
393                93                  7                     0           White
394                93                  7                     0           White
395                93                  8                     0           White
396                93                  9                     0           White
397                93                  9                     0           White
398                93                  9                     0           White
399                94                  0                     0           White
400                94                  0                     0           White
401                94                  0                     0           White
402                94                  0                     0           White
403                95                  0                     0           White
404                95                  0                     0           White
405                95                  0                     0           White
406                96                  1                     4           White
407                96                  2                    22           White
408                96                  2                    26           White
409                96                  2                    26           White
410                96                  2                    26           White
411                96                  2                    26           White
412                96                  2                    27           White
413                96                  2                    30           White
414                96                  2                    32           White
415                96                  2                    36           White
416                96                  2                    38           White
417                96                  2                    40           White
418                97                  1                     3           White
419                97                  1                     3           White
420                99                  5                     0           White
421                99                  5                     0           White
422                99                  5                     0           White
423                99                  5                     0           White
424                99                  6                     0           White
425                99                  6                     0           White
426                99                  6                     1           White
427               100                  0                     0           White
428               100                  0                     0           White
429               100                  0                     0           White
430               101                  0                     0           White
431               102                  0                     0           White
432               102                  0                     0           White
433               102                  0                     0           White
434               102                  0                     0           White
435               102                  0                     0           White
436               102                  0                     0           White
437               102                  0                     0           White
438               102                  0                     0           White
439               102                  0                     0           White
440               102                  0                     0           White
441               103                  2                    10           White
442               103                  2                    11           White
443               104                  2                    10           White
444               104                  3                    11           White
445               104                  4                    12           White
446               104                  4                    13           White
447               104                  5                    14           White
448               104                  6                    14           White
449               104                  8                    16           White
450               104                  8                    19           White
451               104                  9                    20           White
452               104                 11                    20           White
453               104                 11                    21           White
454               104                 12                    22           White
455               105                  2                     0           White
456               105                  2                     0           White
457               105                  2                     0           White
458               105                  2                     0           White
459               105                  2                     0           White
460               105                  4                     0           White
461               105                  5                     0           White
462               105                  5                     0           White
463               105                  5                     0           White
464               106                  0                     0       Non-White
465               108                  6                     0           White
466               108                  8                     0           White
467               108                  9                     0           White
468               108                 10                     0           White
469               108                 11                     0           White
470               108                 11                     0           White
471               108                 11                     0           White
472               108                 11                     0           White
473               110                  9                     0           White
474               110                 20                     0           White
475               110                 20                     0           White
476               111                  0                     0           White
477               111                  1                     0           White
478               111                  1                     0           White
479               111                  1                     0           White
480               111                  1                     0           White
481               111                  1                     0           White
482               111                  1                     0           White
483               111                  1                     0           White
484               111                  1                     0           White
485               111                  1                     0           White
486               111                  1                     0           White
487               111                  1                     0           White
488               111                  1                     0           White
489               111                  1                     0           White
490               111                  1                     0           White
491               111                  1                     0           White
492               112                  0                     0           White
493               112                  0                     0           White
494               112                  0                     0           White
495               112                  0                     0           White
496               113                  0                     4           White
497               114                  0                     0       Non-White
498               114                  0                     0       Non-White
499               114                  0                     0       Non-White
500               114                  0                     0       Non-White
501               114                  0                     0       Non-White
502               114                  0                     1       Non-White
503               115                  3                     0           White
504               115                  7                     0           White
505               115                  9                     0           White
506               115                  9                     0           White
507               115                  9                     0           White
508               115                  9                     0           White
509               115                 10                     0           White
510               115                 11                     0           White
511               115                 11                     0           White
512               115                 11                     0           White
513               115                 11                     0           White
514               115                 11                     0           White
515               115                 11                     0           White
516               116                  3                     0           White
517               116                  3                     0           White
518               118                  0                     0           White
519               120                 12                     0           White
520               120                 12                     0           White
521               120                 13                     0           White
522               120                 13                     0           White
523               120                 15                     0           White
524               120                 17                     0           White
525               120                 18                     0           White
526               120                 19                     0           White
527               120                 20                     0           White
528               120                 20                     0           White
529               120                 21                     0           White
530               120                 21                     0           White
531               121                  1                     0           White
532               121                  1                     0           White
533               121                  1                     0           White
534               121                  1                     0           White
535               121                  1                     0           White
536               121                  1                     0           White
537               121                  1                     0           White
538               121                  2                     0           White
539               121                  3                     0           White
540               121                  3                     0           White
541               121                  3                     0           White
542               121                  3                     0           White
543               121                  3                     0           White
544               121                  3                     0           White
545               122                  1                     0           White
546               122                  1                     0           White
547               122                  1                     0           White
548               122                  1                     0           White
549               122                  1                     0           White
550               122                  1                     0           White
551               122                  1                     0           White
552               122                  1                     0           White
553               122                  1                     0           White
554               122                  1                     0           White
555               122                  1                     0           White
556               122                  1                     0           White
557               124                  0                     0           White
558               124                  0                     0           White
559               124                  0                     0           White
560               124                  0                     0           White
561               125                  5                     9           White
562               125                  5                     9           White
563               125                  5                    10           White
564               125                  5                    12           White
565               125                  5                    12           White
566               125                  5                    13           White
567               125                  5                    14           White
568               127                  1                     9           White
569               127                  1                     9           White
570               127                  1                     9           White
571               127                  1                     9           White
572               127                  1                     9           White
573               127                  1                     9           White
574               128                  2                     0           White
575               128                  2                     0           White
576               128                  2                     0           White
577               128                  2                     0           White
578               128                  2                     0           White
579               128                  2                     0           White
580               128                  2                     0           White
581               129                  0                     0           White
582               129                  0                     0           White
583               129                  0                     0           White
584               129                  0                     0           White
585               129                  0                     0           White
586               129                  0                     0           White
587               130                  0                     0           White
588               130                  0                     0           White
589               130                  0                     0           White
590               130                  0                     0           White
591               130                  0                     0           White
592               130                  0                     0           White
593               130                  0                     0           White
594               130                  0                     0           White
595               132                  0                     0           White
596               134                  2                     0           White
597               134                  5                     0           White
598               135                  4                     0           White
599               136                  0                     0           White
600               137                  3                    17           White
601               137                  3                    17           White
602               137                  3                    17           White
603               137                  3                    17           White
604               137                  6                    17           White
605               137                  6                    17           White
606               137                  6                    18           White
607               137                  6                    19           White
608               137                  6                    19           White
609               137                  6                    20           White
610               138                  0                     0           White
611               138                  0                     0           White
612               138                  0                     0           White
613               138                  0                     0           White
614               139                  2                     0           White
615               141                  0                     0           White
616               141                  0                     0           White
617               142                 15                     0           White
618               142                 22                     0           White
619               142                 25                     0           White
620               142                 29                     0           White
621               142                 31                     0           White
622               142                 34                     0           White
623               142                 37                     0           White
624               142                 40                     0           White
625               142                 43                     0           White
626               142                 44                     0           White
627               142                 44                     0           White
628               142                 44                     0           White
629               142                 44                     0           White
630               143                  4                     0           White
631               143                  5                     0           White
632               143                  7                     0           White
633               143                  7                     0           White
634               143                  7                     0           White
635               143                  7                     0           White
636               143                  7                     0           White
637               143                  7                     0           White
638               144                  1                     0           White
639               144                  2                     0           White
640               144                  4                     0           White
641               144                  4                     0           White
642               144                  4                     0           White
643               144                  4                     0           White
644               144                  4                     0           White
645               144                  4                     0           White
646               144                  4                     0           White
647               144                  4                     0           White
648               144                  4                     0           White
649               144                  5                     0           White
650               144                  5                     0           White
651               144                  5                     0           White
652               144                  5                     0           White
653               145                  0                     2           White
654               145                  1                     6           White
655               145                  2                    20           White
656               145                  2                    20           White
657               145                  2                    20           White
658               145                  2                    20           White
659               145                  2                    20           White
660               145                  2                    20           White
661               145                  2                    22           White
662               145                  2                    24           White
663               145                  2                    26           White
664               145                  2                    28           White
665               146                  1                     0           White
666               146                  1                     0           White
667               146                  1                     0           White
668               146                  1                     0           White
669               146                  1                     0           White
670               146                  1                     0           White
671               146                  1                     0           White
672               146                  1                     0           White
673               147                 20                     0           White
674               147                 20                     0           White
675               147                 20                     0           White
676               147                 20                     0           White
677               147                 22                     0           White
678               147                 22                     0           White
679               147                 22                     0           White
680               148                  0                     0           White
681               140                  2                     0           White
682               148                  0                     0           White
683               140                  2                     0           White
684               149                  0                     0           White
685               149                  0                     0           White
686               149                  0                     0           White
687               150                  1                     0           White
688               150                  1                     0           White
689               150                  1                     0           White
690               150                  1                     0           White
691               150                  1                     0           White
692               150                  1                     0           White
693               150                  1                     0           White
694               151                 11                     0           White
695               151                 13                     0           White
696               151                 17                     0           White
697               151                 18                     0           White
698               151                 20                     0           White
699               151                 21                     0           White
700               151                 22                     0           White
701               151                 24                     0           White
702               151                 25                     0           White
703               151                 25                     0           White
704               151                 25                     0           White
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899               184                  3                     7           White
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1004              197                  0                     0           White
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1087              215                  1                     0           White
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1127              224                  1                     0           White
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1129              224                  1                     0           White
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1131              224                  1                     0           White
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1133              224                  1                     0           White
1134              224                  1                     0           White
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1136              225                  0                    15           White
1137              225                  0                    17           White
1138              225                  0                    18           White
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1141              225                  0                    20           White
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1157              229                  0                     0           White
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1167              234                  1                     0           White
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1174              234                  1                     0           White
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1197              240                  0                     0           White
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1222              244                  0                     5           White
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1241              249                  2                     0           White
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1243              249                  3                     0           White
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1245              249                  4                     0           White
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1254              250                  0                     0       Non-White
1255              252                  1                     0           White
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1261              252                  3                     0           White
1262              252                  3                     0           White
1263              252                  3                     0           White
1264              252                  3                     0           White
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1277              256                  2                     0           White
1278              256                  3                     0           White
1279              256                  3                     0           White
1280              256                  3                     0           White
1281              256                  3                     0           White
1282              256                  3                     0           White
1283              256                  3                     0           White
1284              259                  4                     1           White
1285              259                  4                     1           White
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1287              262                  3                     3           White
1288              262                  3                     3           White
1289              262                  3                     3           White
1290              262                  3                     4           White
1291              262                  3                     5           White
1292              262                  3                     7           White
1293              262                  3                     7           White
1294              262                  3                     9           White
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1297              265                  0                     6       Non-White
1298              265                  0                     7       Non-White
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1300              267                  0                     0           White
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1302              267                  0                     0           White
1303              267                  0                     0           White
1304              267                  0                     0           White
1305              267                  0                     0           White
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1308              267                  0                     0           White
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1310              268                  2                     0           White
1311              268                  2                     0           White
1312              269                  5                     0           White
1313              271                 15                     2           White
1314              271                 20                     2           White
1315              271                 24                     2           White
1316              271                 28                     2           White
1317              271                 31                     2           White
1318              271                 32                     2           White
1319              271                 33                     2           White
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1321              273                  6                     0           White
1322              273                  6                     0           White
1323              273                  6                     0           White
1324              273                  8                     0           White
1325              273                  9                     0           White
1326              273                 11                     0           White
1327              273                 11                     2           White
1328              273                 12                     2           White
1329              273                 12                     2           White
1330              273                 12                     2           White
1331              273                 12                     2           White
1332              274                  5                     2           White
1333              274                  6                     2           White
1334              274                  6                     3           White
1335              275                  3                     0           White
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1337              276                  3                     5           White
1338              276                  3                     5           White
1339              276                  3                     5           White
1340              276                  3                     5           White
1341              276                  3                     5           White
1342              276                  3                     8           White
1343              276                  4                    10           White
1344              276                  4                    12           White
1345              276                  4                    13           White
1346              276                  4                    14           White
1347              277                  1                     1           White
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1349              277                  1                     2           White
1350              277                  1                     2           White
1351              277                  1                     2           White
1352              277                  1                     2           White
1353              279                  3                     8           White
1354              279                  3                    10           White
1355              279                  3                    11           White
1356              279                  3                    13           White
1357              279                  3                    15           White
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1367              282                  3                     0           White
1368              282                  3                     0           White
1369              282                  3                     0           White
1370              282                  3                     0           White
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1372              283                  0                     0       Non-White
1373              284                 11                     0           White
1374              284                 23                     2           White
1375              284                 27                     2           White
1376              284                 28                     2           White
1377              284                 32                     2           White
1378              284                 36                     2           White
1379              284                 41                     2           White
1380              284                 43                     2           White
1381              284                 45                     2           White
1382              284                 46                     2           White
1383              284                 48                     2           White
1384              284                 48                     2           White
1385              284                 48                     2           White
1386              285                  6                     5           White
1387              285                  7                     5           White
1388              285                  7                     5           White
1389              285                  9                     5           White
1390              285                 11                     5           White
1391              285                 12                     5           White
1392              285                 12                     5           White
1393              285                 12                     5           White
1394              285                 12                     5           White
1395              285                 12                     5           White
1396              285                 13                     5           White
1397              287                  0                     0       Non-White
1398              287                  0                     0       Non-White
1399              287                  0                     0       Non-White
1400              287                  0                     0       Non-White
1401              287                  0                     0       Non-White
1402              287                  0                     0       Non-White
1403              288                  3                     1           White
1404              288                  3                     1           White
1405              288                  3                     1           White
1406              289                  1                     1           White
1407              289                  1                     1           White
1408              289                  1                     1           White
1409              289                  1                     1           White
1410              289                  1                     1           White
1411              289                  1                     1           White
1412              289                  1                     1           White
1413              289                  1                     2           White
1414              290                  2                     0           White
1415              290                  2                     0           White
1416              290                  2                     1           White
1417              290                  2                     2           White
1418              290                  2                     2           White
1419              290                  2                     3           White
1420              290                  2                     4           White
1421              291                  0                     0       Non-White
1422              291                  0                     0       Non-White
1423              291                  0                     0       Non-White
1424              291                  0                     0       Non-White
1425              292                  0                     0       Non-White
1426              293                  0                     0       Non-White
1427              293                  0                     0       Non-White
1428              293                  0                     0       Non-White
1429              293                  0                     0       Non-White
1430              293                  0                     0       Non-White
1431              293                  0                     0       Non-White
1432              293                  0                     0       Non-White
1433              294                  0                     0       Non-White
1434              294                  0                     0       Non-White
1435              294                  0                     0       Non-White
1436              294                  0                     0       Non-White
1437              294                  0                     0       Non-White
1438              294                  0                     0       Non-White
1439              295                  0                     0       Non-White
1440              295                  0                     0       Non-White
1441              296                  0                     0       Non-White
1442              297                  0                     0       Non-White
1443              297                  0                     0       Non-White
1444              297                  0                     0       Non-White
1445              297                  0                     0       Non-White
1446              297                  0                     0       Non-White
1447              297                  0                     0       Non-White
1448              298                  0                     0       Non-White
1449              299                  0                     0       Non-White
1450              300                  0                     0           White
1451              301                  0                     0       Non-White
1452              302                  0                     0       Non-White
1453              303                  0                     0       Non-White
1454              303                  0                     0       Non-White
1455              303                  0                     0       Non-White
1456              303                  0                     0       Non-White
1457              304                  0                     0       Non-White
1458              304                  0                     0       Non-White
1459              304                  0                     0       Non-White
1460              305                  0                     0       Non-White
1461              305                  0                     0       Non-White
1462              306                  0                     0       Non-White
1463              306                  0                     0       Non-White
1464              306                  0                     0       Non-White
1465              306                  0                     0       Non-White
1466              306                  0                     0       Non-White
1467              307                  0                     0       Non-White
1468              307                  0                     0       Non-White
1469              307                  0                     0       Non-White
1470              307                  0                     0       Non-White
1471              307                  0                     0       Non-White
1472              308                  0                     0       Non-White
1473              308                  0                     0       Non-White
1474              308                  0                     0       Non-White
1475              308                  0                     0       Non-White
1476              308                  0                     0       Non-White
1477              308                  0                     0       Non-White
1478              309                  0                     0       Non-White
1479              310                  0                     0           White
1480              310                  0                     0           White
1481              310                  0                     0           White
1482              310                  0                     0           White
1483              310                  0                     0           White
1484              310                  0                     0           White
1485              310                  0                     0           White
1486              310                  0                     0           White
1487              310                  0                     0           White
1488              311                  0                     3           White
1489              311                  0                     3           White
1490              312                  0                     0           White
1491              312                  0                     0           White
1492              313                  1                     0           White
1493              313                  3                     0           White
1494              313                  3                     0           White
1495              313                  4                     0           White
1496              313                  4                     0           White
1497              313                  4                     0           White
1498              313                  4                     0           White
1499              313                  5                     0           White
1500              313                  5                     0           White
1501              313                  5                     0           White
1502              313                  5                     0           White
1503              314                  0                     0           White
1504              315                  1                     0           White
1505              315                  1                     0           White
1506              315                  2                     0           White
1507              315                  2                     0           White
1508              316                  8                     0           White
1509              316                  9                     0           White
1510              316                  9                     0           White
1511              316                  9                     0           White
1512              316                  9                     0           White
1513              316                  9                     0           White
1514              317                  0                     0           White
1515              317                  0                     0           White
1516              317                  5                     0           White
1517              317                  9                     0           White
1518              317                 14                     0           White
1519              317                 18                     0           White
1520              317                 20                     0           White
1521              317                 23                     0           White
1522              317                 24                     0           White
1523              317                 29                     0           White
1524              317                 30                     0           White
1525              317                 31                     0           White
1526              317                 34                     0           White
1527              317                 35                     0           White
1528              317                 36                     0           White
1529              317                 36                     0           White
1530              318                  0                     0           White
1531              318                  6                     0           White
1532              318                 12                     0           White
1533              318                 18                     0           White
1534              318                 22                     0           White
1535              318                 25                     0           White
1536              318                 26                     0           White
1537              318                 28                     0           White
1538              318                 32                     0           White
1539              318                 34                     0           White
1540              318                 37                     0           White
1541              318                 39                     0           White
1542              318                 39                     0           White
1543              318                 39                     0           White
1544              318                 39                     0           White
1545              318                 39                     0           White
1546              319                  0                     0           White
1547              320                  0                     0           White
1548              320                  2                     0           White
1549              320                  2                     0           White
1550              320                  4                     0           White
1551              320                  4                     0           White
1552              320                  4                     0           White
1553              320                  5                     0           White
1554              320                  5                     0           White
1555              320                  6                     0           White
1556              320                  7                     0           White
1557              320                  9                     0           White
1558              320                  9                     0           White
1559              320                  9                     0           White
1560              320                  9                     0           White
1561              320                 10                     0           White
1562              320                 10                     0           White
1563              322                  6                     0           White
1564              322                  8                     0           White
1565              322                  8                     0           White
1566              322                 10                     0           White
1567              322                 10                     0           White
1568              322                 11                     0           White
1569              322                 11                     0           White
1570              322                 12                     0           White
1571              322                 12                     0           White
1572              322                 13                     0           White
1573              322                 13                     0           White
1574              322                 13                     0           White
1575              322                 13                     0           White
1576              325                  0                     0           White
1577              326                  0                     0           White
1578              326                  0                     0           White
1579              327                  0                    10           White
1580              328                  0                     0           White
1581              328                  0                     0           White
1582              328                  0                     0           White
1583              328                  0                     0           White
1584              329                  0                     0           White
1585              329                  0                     0           White
1586              329                  0                     0           White
1587              329                  0                     0           White
1588              329                  0                     0           White
1589              329                  0                     0           White
1590              329                  0                     0           White
1591              329                  0                     0           White
1592              329                  0                     0           White
1593              329                  0                     0           White
1594              329                  0                     0           White
1595              331                  2                     0           White
1596              331                  2                     0           White
1597              331                  2                     0           White
1598              331                  2                     0           White
1599              331                  2                     0           White
1600              331                  3                     0           White
1601              331                  3                     0           White
1602              331                  4                     0           White
1603              331                  4                     0           White
1604              331                  4                     0           White
1605              331                  4                     0           White
1606              331                  4                     0           White
1607              331                  4                     0           White
1608              331                  4                     0           White
1609              332                  0                     0           White
1610              332                  0                     0           White
1611              333                  0                     0           White
1612              333                  0                     0           White
1613              333                  0                     0           White
1614              333                  0                     0           White
1615              333                  0                     0           White
1616              336                  3                     0           White
1617              336                  3                     0           White
1618              336                  3                     0           White
1619              336                  3                     0           White
1620              336                  3                     0           White
1621              336                  4                     0           White
1622              336                  4                     0           White
1623              338                  3                     9           White
1624              339                  0                     1           White
1625              339                  0                     2           White
1626              339                  0                     2           White
1627              339                  0                     2           White
1628              340                  4                     0           White
1629              340                  4                     0           White
1630              340                  4                     0           White
1631              340                  5                     0           White
1632              340                  5                     0           White
1633              340                  5                     0           White
1634              340                  6                     0           White
1635              340                  6                     0           White
1636              340                  7                     0           White
1637              340                  7                     0           White
1638              340                  7                     0           White
1639              343                  6                     0           White
1640              343                  7                     0           White
1641              343                  7                     0           White
1642              343                  8                     0           White
1643              343                  8                     0           White
1644              343                  8                     0           White
1645              343                  8                     0           White
1646              345                  3                     1           White
1647              345                  4                    10           White
1648              347                  0                     9           White
1649              347                  0                     9           White
1650              347                  0                    10           White
1651              348                  7                     7           White
1652              348                  9                     7           White
1653              350                  0                     0           White
1654              350                  0                     0           White
1655              350                  0                     0           White
1656              350                  0                     0           White
1657              350                  0                     0           White
1658              350                  0                     0           White
1659              350                  0                     0           White
1660              350                  0                     0           White
1661              350                  0                     0           White
1662              350                  0                     0           White
1663              351                  0                     5           White
1664              351                  0                     7           White
1665              351                  1                     8           White
1666              351                  1                     8           White
1667              351                  5                     9           White
1668              351                  6                     9           White
1669              351                  6                    12           White
1670              351                  6                    14           White
1671              351                  7                    17           White
1672              351                  7                    18           White
1673              351                  7                    19           White
1674              352                  4                     0           White
1675              352                  4                     0           White
1676              352                  5                     0           White
1677              352                  5                     0           White
1678              352                  5                     0           White
1679              352                  5                     0           White
1680              352                  5                     0           White
1681              352                  5                     0           White
1682              352                  6                     0           White
1683              352                  6                     0           White
1684              352                  8                     0           White
1685              352                  8                     0           White
1686              352                  8                     0           White
1687              352                  8                     0           White
1688              353                  1                     1       Non-White
1689              354                  0                     0           White
1690              354                  0                     0           White
1691              354                  0                     0           White
1692              355                  2                     0           White
1693              357                  0                     2           White
1694              357                  0                     2           White
1695              357                  0                     2           White
1696              358                  0                     2           White
1697              359                  0                     6           White
1698              359                  0                     6           White
1699              359                  0                     7           White
1700              360                  0                     0       Non-White
1701              362                  0                     0           White
1702              362                  0                     0           White
1703              362                  0                     0           White
1704              362                  0                     0           White
1705              362                  0                     0           White
1706              362                  0                     0           White
1707              362                  0                     0           White
1708              362                  0                     0           White
1709              362                  0                     0           White
1710              362                  0                     0           White
1711              363                  0                     0       Non-White
1712              363                  0                     0       Non-White
1713              364                  0                     0       Non-White
1714              365                  4                    14           White
1715              365                  6                    20           White
1716              365                  6                    22           White
1717              365                  8                    22           White
1718              365                  8                    22           White
1719              365                  8                    22           White
1720              365                  8                    22           White
1721              365                  8                    22           White
1722              365                  8                    22           White
1723              365                  8                    24           White
1724              365                  8                    25           White
1725              365                  8                    27           White
1726              365                  8                    27           White
1727              366                  2                     3           White
1728              366                  2                     4           White
1729              366                  2                     4           White
1730              367                  0                     0       Non-White
1731              367                  0                     0       Non-White
1732              367                  0                     0       Non-White
1733              367                  0                     0       Non-White
1734              367                  0                     0       Non-White
1735              367                  0                     0       Non-White
1736              367                  0                     0       Non-White
1737              367                  0                     0       Non-White
1738              367                  0                     0       Non-White
1739              367                  0                     0       Non-White
1740              367                  0                     0       Non-White
1741              367                  0                     0       Non-White
1742              367                  0                     0       Non-White
1743              367                  0                     0       Non-White
1744              368                  1                     0           White
1745              368                  1                     0           White
1746              370                  0                     0       Non-White
1747              370                  0                     0       Non-White
1748              370                  0                     0       Non-White
1749              370                  0                     0       Non-White
1750              370                  0                     0       Non-White
1751              370                  0                     0       Non-White
1752              371                  0                     0           White
1753              371                  0                     0           White
1754              372                  0                     0           White
1755              372                  0                     0           White
1756              372                  0                     0           White
1757              372                  0                     0           White
1758              372                  0                     0           White
1759              372                  0                     0           White
1760              372                  0                     0           White
1761              372                  0                     0           White
1762              372                  0                     0           White
1763              372                  0                     0           White
1764              372                  0                     0           White
1765              372                  0                     0           White
1766              372                  0                     0           White
1767              373                  1                     0           White
1768              374                  0                     0           White
1769              374                  0                     0           White
1770              374                  0                     0           White
1771              374                  0                     0           White
1772              374                  0                     0           White
1773              374                  0                     0           White
1774              374                  0                     0           White
1775              374                  0                     0           White
1776              374                  0                     0           White
1777              374                  0                     0           White
1778              375                  0                     0           White
1779              375                  0                     0           White
1780              375                  0                     0           White
1781              375                  0                     0           White
1782              376                  0                     0           White
1783              377                  2                     0           White
1784              377                  2                     0           White
1785              377                  3                     0           White
1786              377                  3                     0           White
1787              377                  3                     0           White
1788              377                  3                     0           White
1789              377                  3                     0           White
1790              377                  3                     0           White
1791              377                  3                     0           White
1792              377                  3                     0           White
1793              377                  3                     0           White
1794              377                  3                     0           White
1795              377                  3                     0           White
1796              378                  0                     0           White
1797              378                  0                     0           White
1798              378                  0                     0           White
1799              378                  0                     0           White
1800              378                  0                     0           White
1801              378                  0                     0           White
1802              378                  0                     0           White
1803              378                  0                     0           White
1804              378                  0                     0           White
1805              378                  0                     0           White
1806              378                  0                     0           White
1807              378                  0                     0           White
1808              378                  0                     0           White
1809              378                  0                     0           White
1810              378                  0                     0           White
1811              378                  0                     0           White
1812              379                  0                     8           White
1813              379                  0                     9           White
1814              379                  0                    11           White
1815              379                  0                    14           White
1816              379                  0                    15           White
1817              379                  0                    16           White
1818              380                  0                     0           White
1819              380                  0                     0           White
1820              380                  0                     0           White
1821              380                  0                     0           White
1822              380                  0                     0           White
1823              380                  0                     0           White
1824              381                  0                     0           White
1825              382                  0                     0       Non-White
1826              382                  0                     0       Non-White
1827              383                  0                     0       Non-White
1828              383                  0                     0       Non-White
1829              383                  0                     0       Non-White
1830              383                  0                     0       Non-White
1831              384                  0                     0           White
1832              385                  0                     0       Non-White
1833              385                  0                     0       Non-White
1834              385                  0                     0       Non-White
1835              385                  0                     0       Non-White
1836              385                  0                     0       Non-White
1837              388                  0                     0           White
1838              388                  0                     0           White
1839              389                  2                     0           White
1840              389                  7                     0           White
1841              389                  8                     0           White
1842              389                  9                     0           White
1843              389                  9                     0           White
1844              389                  9                     0           White
1845              389                  9                     0           White
1846              389                  9                     0           White
1847              389                 10                     0           White
1848              389                 11                     0           White
1849              389                 11                     0           White
1850              389                 12                     0           White
1851              389                 12                     0           White
1852              389                 12                     0           White
1853              389                 12                     0           White
1854              391                 12                     0           White
1855              393                  2                     0           White
1856              393                  3                     0           White
1857              393                  5                     0           White
1858              393                  5                     0           White
1859              393                  5                     0           White
1860              393                  5                     0           White
1861              393                  5                     0           White
1862              393                  6                     0           White
1863              393                  7                     0           White
1864              393                  7                     0           White
1865              393                  7                     0           White
1866              393                  7                     0           White
1867              393                  7                     0           White
1868              393                  7                     0           White
1869              395                  1                     0       Non-White
1870              395                  1                     0       Non-White
1871              396                  0                     0           White
1872              396                  0                     0           White
1873              396                  0                     0           White
1874              396                  0                     0           White
1875              396                  0                     0           White
1876              396                  0                     0           White
1877              396                  0                     0           White
1878              396                  0                     0           White
1879              396                  0                     0           White
1880              397                  5                    14           White
1881              397                  6                    14           White
1882              397                  7                    15           White
1883              397                  8                    16           White
1884              397                  8                    16           White
1885              397                 10                    16           White
1886              397                 10                    20           White
1887              397                 11                    22           White
1888              397                 13                    25           White
1889              397                 13                    26           White
1890              397                 13                    27           White
1891              398                  0                     0           White
1892              398                  0                     0           White
1893              398                  1                     0           White
1894              398                  1                     0           White
1895              398                  1                     0           White
1896              398                  1                     0           White
1897              398                  1                     0           White
1898              398                  1                     0           White
1899              398                  1                     0           White
1900              398                  1                     0           White
1901              398                  1                     0           White
1902              398                  1                     0           White
1903              398                  2                     0           White
1904              399                  1                     0           White
1905              399                  1                     0           White
1906              400                  0                     0           White
1907              400                  0                     0           White
1908              400                  0                     0           White
1909              400                  0                     0           White
1910              402                  0                     0           White
1911              402                  0                     0           White
1912              403                  0                     0           White
1913              404                  0                     0           White
1914              407                  1                     0           White
1915              407                  1                     0           White
1916              407                  1                     0           White
1917              407                  1                     0           White
1918              407                  1                     0           White
1919              407                  1                     0           White
1920              407                  1                     0           White
1921              407                  1                     0           White
1922              407                  1                     0           White
1923              407                  1                     0           White
1924              407                  1                     0           White
1925              407                  1                     0           White
1926              407                  1                     0           White
1927              408                  0                     0       Non-White
1928              408                  0                     0       Non-White
1929              409                  2                     4       Non-White
1930              409                  3                     4       Non-White
1931              410                  0                     0       Non-White
1932              411                  0                     0       Non-White
1933              411                  0                     0       Non-White
1934              411                  0                     0       Non-White
1935              412                  0                     0       Non-White
1936              412                  0                     0       Non-White
1937              412                  0                     0       Non-White
1938              412                  0                     0       Non-White
1939              412                  0                     0       Non-White
1940              412                  0                     0       Non-White
1941              412                  0                     0       Non-White
1942              413                  0                     0       Non-White
1943              413                  0                     0       Non-White
1944                1                  2                     0           White
1945                1                  2                     0           White
1946                3                  2                     0           White
1947                3                  3                     0           White
1948                3                  3                     0           White
1949                3                  3                     0           White
1950                5                  4                    23           White
1951                5                  4                    23           White
1952                6                  0                     0           White
1953                6                  0                     0           White
1954                7                  2                     0           White
1955                8                  1                     0           White
1956                8                  1                     0           White
1957                9                  0                     0           White
1958                9                  0                     0           White
1959                9                  0                     0           White
1960                9                  0                     0           White
1961               11                  0                     0           White
1962               11                  0                     0           White
1963               11                  0                     0           White
1964               11                  0                     0           White
1965               11                  0                     0           White
1966               12                  0                     0           White
1967               12                  0                     0           White
1968               12                  0                     0           White
1969               12                  0                     0           White
1970               13                  4                     0           White
1971               13                  4                     0           White
1972               15                  3                     0           White
1973               15                  3                     0           White
1974               15                  3                     0           White
1975               15                  4                     0           White
1976               15                  4                     0           White
1977               15                  4                     1           White
1978               19                  0                     0       Non-White
1979               19                  0                     0       Non-White
1980               20                 16                     0           White
1981               20                 16                     0           White
1982               21                  3                     0           White
1983               21                  3                     0           White
1984               21                  3                     0           White
1985               21                  3                     0           White
1986               22                  2                     0           White
1987               26                  2                     2           White
1988               26                  3                     2           White
1989               26                  5                     2           White
1990               26                  6                     8           White
1991               26                  7                    11           White
1992               27                  0                     0           White
1993               27                  0                     0           White
1994               27                  0                     0           White
1995               27                  0                     0           White
1996               27                  0                     0           White
1997               28                  0                     0           White
1998               28                  0                     0           White
1999               28                  0                     0           White
2000               28                  0                     0           White
2001               29                  0                     1           White
2002               29                  1                     1           White
2003               30                 27                     0           White
2004               30                 28                     0           White
2005               30                 28                     0           White
2006               30                 29                     0           White
2007               32                  1                     0           White
2008               32                  2                     0           White
2009               32                  2                     0           White
2010               32                  2                     0           White
2011               32                  2                     0           White
2012               32                  2                     0           White
2013               33                  0                     0           White
2014               33                  0                     0           White
2015               33                  0                     0           White
2016               33                  0                     0           White
2017               33                  0                     0           White
2018               33                  0                     0           White
2019               33                  0                     0           White
2020               33                  0                     0           White
2021               33                  0                     0           White
2022               34                  0                     0           White
2023               34                  0                     0           White
2024               35                  0                     0           White
2025               37                  7                     8           White
2026               37                  8                     8           White
2027               37                  8                     8           White
2028               37                  8                     8           White
2029               37                  9                     8           White
2030               37                  9                    12           White
2031               37                  9                    13           White
2032               39                  3                     7           White
2033               39                  3                     7           White
2034               39                  3                     7           White
2035               39                  3                     8           White
2036               39                  3                     9           White
2037               40                  1                     0           White
2038               40                  2                     0           White
2039               40                  2                     0           White
2040               40                  2                     0           White
2041               40                  2                     0           White
2042               40                  2                     0           White
2043               40                  2                     0           White
2044               40                  2                     0           White
2045               41                  0                     1           White
2046               41                  0                     1           White
2047               41                  0                     1           White
2048               41                  0                     1           White
2049               42                  3                     0           White
2050               42                  3                     0           White
2051               42                  3                     0           White
2052               42                  3                     0           White
2053               43                  1                     0           White
2054               43                  1                     0           White
2055               43                  1                     0           White
2056               43                  1                     0           White
2057               43                  1                     0           White
2058               43                  1                     0           White
2059               43                  1                     0           White
2060               43                  1                     0           White
2061               43                  1                     0           White
2062               44                  0                     0       Non-White
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2738              251                  0                     0       Non-White
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# What does the data look like?
dataset |>
  head() |>
  formattable()

artist_name	edition_number	year	artist_nationality	artist_nationality_other	artist_gender	artist_race	artist_ethnicity	book	space_ratio_per_page_total	artist_unique_id	moma_count_to_year	whitney_count_to_year	artist_race_nwi
Aaron Douglas	9	1991	American	American	Male	Black or African American	Not Hispanic or Latino origin	Gardner	0.35	2	0	0	Non-White
Aaron Douglas	10	1996	American	American	Male	Black or African American	Not Hispanic or Latino origin	Gardner	0.37	2	0	0	Non-White
Aaron Douglas	11	2001	American	American	Male	Black or African American	Not Hispanic or Latino origin	Gardner	0.30	2	0	0	Non-White
Aaron Douglas	99	2005	American	American	Male	Black or African American	Not Hispanic or Latino origin	Gardner	0.38	2	0	0	Non-White
Aaron Douglas	13	2009	American	American	Male	Black or African American	Not Hispanic or Latino origin	Gardner	0.40	2	0	0	Non-White
Aaron Douglas	14	2013	American	American	Male	Black or African American	Not Hispanic or Latino origin	Gardner	0.45	2	0	0	Non-White

• From the dataset used we have displayed the attributes of the dataset in 2 formats:

• data.frame: displays the attributes in the dataset with the datatypes.

• formattable_widge: displays the attributes and the data associated with the attributes.

Diagnosing the Data set

# What are the properties of the data
dataset |>
  diagnose() |>
  formattable()

variables	types	missing_count	missing_percent	unique_count	unique_rate
artist_name	character	0	0.0	413	0.13061
edition_number	numeric	86	2.7	18	0.00569
year	integer	0	0.0	22	0.00696
artist_nationality	character	0	0.0	52	0.01645
artist_nationality_other	character	0	0.0	6	0.00190
artist_gender	character	0	0.0	3	0.00095
artist_race	character	0	0.0	6	0.00190
artist_ethnicity	character	58	1.8	3	0.00095
book	character	0	0.0	2	0.00063
space_ratio_per_page_total	numeric	0	0.0	3065	0.96932
artist_unique_id	integer	0	0.0	413	0.13061
moma_count_to_year	integer	0	0.0	54	0.01708
whitney_count_to_year	integer	0	0.0	37	0.01170
artist_race_nwi	character	0	0.0	2	0.00063

• Displaying the properties of the dataset like datatypes.

Diagnosing Outliers

# Table showing outliers
dataset |>
  diagnose_outlier() |>
  filter(outliers_ratio > 0) |>  
  mutate(rate = outliers_mean / with_mean) |>
  arrange(desc(rate)) |> 
  select(-outliers_cnt) |>
  formattable()

variables	outliers_ratio	outliers_mean	with_mean	without_mean	rate
edition_number	2.5	99.0	10.38	8.01	9.54
moma_count_to_year	8.5	25.6	4.31	2.33	5.94
whitney_count_to_year	20.6	9.5	1.96	0.00	4.85
space_ratio_per_page_total	8.6	1.5	0.53	0.43	2.92
year	4.1	1939.9	1994.24	1996.58	0.97

• Displaying the outliers count for the numerical attributes in the dataset

# Boxplots and histograms of data with and without outliers
dataset |>
  select(find_outliers(dataset)) |>
           plot_outlier()

• Plotting the outliers calculated for the numerical attributes.

Exploration of Missing Values (NAs)

# Randomly generate NAs for 30
na.dataset <- dataset |>
  generateNA(p = 0.3)

# First six rows
na.dataset |>
head() |>
  formattable()

artist_name	edition_number	year	artist_nationality	artist_nationality_other	artist_gender	artist_race	artist_ethnicity	book	space_ratio_per_page_total	artist_unique_id	moma_count_to_year	whitney_count_to_year	artist_race_nwi
Aaron Douglas	9	NA	American	American	Male	Black or African American	Not Hispanic or Latino origin	Gardner	0.35	2	0	0	Non-White
Aaron Douglas	10	NA	American	American	Male	Black or African American	Not Hispanic or Latino origin	Gardner	0.37	2	NA	0	Non-White
NA	11	NA	NA	American	Male	Black or African American	NA	NA	0.30	2	0	NA	Non-White
Aaron Douglas	NA	2005	American	American	NA	Black or African American	Not Hispanic or Latino origin	Gardner	0.38	2	NA	0	Non-White
Aaron Douglas	13	2009	American	American	Male	Black or African American	Not Hispanic or Latino origin	NA	0.40	2	0	0	NA
Aaron Douglas	NA	NA	American	NA	Male	Black or African American	Not Hispanic or Latino origin	NA	NA	2	0	0	Non-White

• Displaying the dataset after adding NA values in the attributes.

# Create the NA table
na.dataset |>
  plot_na_pareto(only_na = TRUE, plot = FALSE) |>
  formattable() # Publishable table

variable	frequencies	ratio	grade	cumulative
edition_number	1012	0.32	Bad	7.6
artist_ethnicity	993	0.31	Bad	15.0
artist_gender	949	0.30	Bad	22.1
artist_name	949	0.30	Bad	29.1
artist_nationality	949	0.30	Bad	36.2
artist_nationality_other	949	0.30	Bad	43.3
artist_race	949	0.30	Bad	50.4
artist_race_nwi	949	0.30	Bad	57.5
artist_unique_id	949	0.30	Bad	64.6
book	949	0.30	Bad	71.7
moma_count_to_year	949	0.30	Bad	78.7
space_ratio_per_page_total	949	0.30	Bad	85.8
whitney_count_to_year	949	0.30	Bad	92.9
year	949	0.30	Bad	100.0

• Creating and the NA table for the dataset

Plot showing the frequency of missing values

# Plot the insersect of the columns with missing values
# This plot visualizes the table above
na.dataset |>
  plot_na_pareto(only_na = TRUE)

• Plotting the intersect of the columns with missing values in the dataset.

Advanced Exploration of Missing Values (NAs)

1. Intersect plot shows that for every relevant combination of columns, how many missing values are common.

2. Orange boxes are the columns which are in question.

3. x axis shows the number of missing values in that column.

4. y axis shows the number of missing values in the columns in orange blocks.

# Plot the intersect of the 3 columns with the most missing values
# This means that some combinations of columns have missing values in the same row
na.dataset |>
  select(year, artist_unique_id, whitney_count_to_year) |>
  plot_na_intersect(only_na = TRUE) 

• Plot the intersect of the 3 columns with the most missing values

Determining if NA Observations are the Same

1. Missing values can be same observation across several columns.

2. The visdat package can solve this with the vis_miss() function which shows the rows with missing values through ggplotly().

3. Below we will show ALL the columns with NAs, and we can zoom into individual rows.

# Interactive plotly() plot of all NA values to examine every row
na.dataset |>
 select(year, artist_race, artist_gender) |>
 vis_miss() |>
 ggplotly() 

• Plotting all the NA values to examine every row of the dataset

Impute Outliers and NAs

• The principle goal for all imputation is to find the method that does not change the distribution too much.

• There are several methods to remove outliers and NAs, some of these methods are discussed below with benefits and costs for each.

# Box plot
dataset %>% # Set the simulated normal data as a data frame
  ggplot(aes(x = year, y = artist_gender, fill = artist_gender)) + # Create a ggplot
  geom_boxplot(width = 0.5, outlier.size = 2, outlier.alpha = 0.5) +
  xlab("Year") +  # Relabel the x axis label
  ylab("Artist Gender") + # Remove the y axis label
  theme(legend.position = "top")

• Plotting the calculated outliers from the dataset.

1. To remove outliers we use imputate_outlier() and replace them with values that are estimates based on the existing data

• mean: arithmetic mean

• median: median

• mode: mode

• capping: Imputing the upper outliers with 95 percentile, and impute the bottom outliers with 5 percentile.

Mean Imputation

Outliers for the computed variables are imputed by this mean

# Raw summary, output suppressed
mean_out_imp_edition_number <- na.dataset |>
  select(edition_number) |>
  imputate_outlier(edition_number, method = "mean")

# Output showing the summary statistics of our imputation
mean_out_imp_edition_number |>
  summary() 

Impute outliers with mean

* Information of Imputation (before vs after)
                    Original Imputation
described_variables "value"  "value"   
n                   "2150"   "2150"    
na                  "1012"   "1012"    
mean                "10.1"   " 8.1"    
sd                  "14.1"   " 4.4"    
se_mean             "0.305"  "0.095"   
IQR                 "8"      "6"       
skewness            "5.53"   "0.28"    
kurtosis            "32"     "-1"      
p00                 "1"      "1"       
p01                 "1"      "1"       
p05                 "1.1"    "1.1"     
p10                 "3"      "3"       
p20                 "4"      "4"       
p25                 "5"      "5"       
p30                 "5"      "5"       
p40                 "6"      "6"       
p50                 "7"      "7"       
p60                 "9"      "9"       
p70                 "11"     "10"      
p75                 "13"     "11"      
p80                 "14"     "13"      
p90                 "15"     "15"      
p95                 "16"     "16"      
p99                 "99"     "16"      
p100                "99"     "16"      

# Visualization of the mean imputation
mean_out_imp_edition_number |>
  plot()

• Displaying the mean plot after imputing the numerical attribute.

Median Imputation

Outliers for the compared variables are imputed by this median

# Raw summary, output suppressed
med_out_imp_edition_number <- dataset |>
  select(edition_number) |>
  imputate_outlier(edition_number, method = "median")

# Output showing the summary statistics of our imputation
med_out_imp_edition_number |>
  summary()

Impute outliers with median

* Information of Imputation (before vs after)
                    Original Imputation
described_variables "value"  "value"   
n                   "3076"   "3076"    
na                  "86"     "86"      
mean                "10"     " 8"      
sd                  "15.1"   " 4.4"    
se_mean             "0.273"  "0.079"   
IQR                 "8"      "6"       
skewness            "5.20"   "0.34"    
kurtosis            "27.71"  "-0.95"   
p00                 "1"      "1"       
p01                 "1"      "1"       
p05                 "1.1"    "1.1"     
p10                 "3"      "3"       
p20                 "4"      "4"       
p25                 "5"      "5"       
p30                 "5"      "5"       
p40                 "6"      "6"       
p50                 "7"      "7"       
p60                 "9"      "8"       
p70                 "11"     "10"      
p75                 "13"     "11"      
p80                 "14"     "13"      
p90                 "15"     "15"      
p95                 "16"     "16"      
p99                 "99"     "16"      
p100                "99"     "16"      

# Visualization of the median imputation
med_out_imp_edition_number |>
  plot()

• Displaying the median plot after imputing the numerical attribute.

Mode Imputation

Outliers for the compared variables are imputed by this mode

# Raw summary, output suppressed
mode_out_imp_edition_number <- dataset |>
  select(edition_number) |>
  imputate_outlier(edition_number, method = "mode")

# Output showing the summary statistics of our imputation
mode_out_imp_edition_number |>
  summary()

Impute outliers with mode

* Information of Imputation (before vs after)
                    Original Imputation
described_variables "value"  "value"   
n                   "3076"   "3076"    
na                  "86"     "86"      
mean                "10"     " 8"      
sd                  "15.1"   " 4.4"    
se_mean             "0.273"  "0.079"   
IQR                 "8"      "6"       
skewness            "5.20"   "0.34"    
kurtosis            "27.71"  "-0.95"   
p00                 "1"      "1"       
p01                 "1"      "1"       
p05                 "1.1"    "1.1"     
p10                 "3"      "3"       
p20                 "4"      "4"       
p25                 "5"      "5"       
p30                 "5"      "5"       
p40                 "6"      "6"       
p50                 "7"      "7"       
p60                 "9"      "8"       
p70                 "11"     "10"      
p75                 "13"     "11"      
p80                 "14"     "13"      
p90                 "15"     "15"      
p95                 "16"     "16"      
p99                 "99"     "16"      
p100                "99"     "16"      

# Visualization of the mode imputation
mode_out_imp_edition_number |>
plot()

• Displaying the mode plot after imputing the numerical attribute.

K-Nearest Neighbor (KNN) Imputation

#check for missing values
any(is.na(dataset))

[1] TRUE

#Check for infinite values
any(is.infinite(dataset$edition_number))

[1] FALSE

#Impute missing values
dataset <- na.omit(dataset)
# KNN plot of our dataset without categories
autoplot(clara(dataset[-6], 3))

• Plotting the KNN Imputation for the dataset.

library(magrittr)

Attaching package: 'magrittr'

The following object is masked from 'package:purrr':

    set_names

The following object is masked from 'package:tidyr':

    extract

The following object is masked from 'package:dlookr':

    extract

non_numeric <- dataset %>%
  select_if(is.numeric)
# Raw summary, output suppressed
knn_na_imp_space <- non_numeric %>%
  imputate_na(edition_number, method = "knn")

# Plot showing the results of our imputation
knn_na_imp_space %>%
  plot()

• Plotting the results obtained after imputing the dataset and removing the NA and infinite values.

Recursive Partitioning and Regression Trees (rpart)

rpart is a decision tree machine learning algorithm that builds classification or regression models through a two stage process, which can be thought of as binary trees. The algorithm splits the data into subsets, which move down other branches of the tree until a termination criteria is reached.

library(magrittr)
non_numeric <- na.dataset %>%
  select_if(is.numeric)
# Raw summary, output suppressed
rpart_na_imp_space <- non_numeric %>%
  imputate_na(edition_number, method = "rpart")

# Plot showing the results of our imputation
rpart_na_imp_space %>%
  plot()

• Plotting the results obtained after imputing the dataset and splitting the dataset into subsets.

Multivariate Imputation by Chained Equations (MICE)

MICE is an algorithm that fills missing values multiple times, hence dealing with uncertainty better than other methods. This approach creates multiple copies of the data that can then be analyzed and then pooled into a single dataset.

library(magrittr)
non_numeric <- na.dataset %>%
  select_if(is.numeric)
# Raw summary, output suppressed
mice_na_imp_edition_number <- non_numeric %>%
  imputate_na(edition_number, method = "mice", seed = 123)

 iter imp variable
  1   1  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  1   2  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  1   3  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  1   4  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  1   5  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  2   1  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  2   2  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  2   3  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  2   4  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  2   5  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  3   1  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  3   2  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  3   3  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  3   4  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  3   5  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  4   1  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  4   2  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  4   3  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  4   4  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  4   5  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  5   1  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  5   2  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  5   3  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  5   4  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year
  5   5  edition_number  year  space_ratio_per_page_total  artist_unique_id  moma_count_to_year  whitney_count_to_year

# Plot showing the results of our imputation
mice_na_imp_edition_number |>
  plot()

• Plotting the results obtained after imputing the dataset after dealing with uncertainty.